{ "schemaVersion": "deck-intelligence.v1", "id": "019dd923-5ca1-7489-b633-bc0f4a0a3ef5", "slug": "75154b823290a109", "title": "2021 P&C Underwriting Survey", "subtitle": "Accenture", "author": "Accenture", "pageCount": 58, "kind": "consulting-deck", "orientation": "landscape", "aspectRatio": 1.778, "document": { "id": "019dd923-5ca1-7489-b633-bc0f4a0a3ef5", "slug": "75154b823290a109", "title": "2021 P&C Underwriting Survey", "rawTitle": "2021 P&C Underwriting Survey", "authorId": "Accenture", "authorName": "Accenture", "authorDisplay": "Accenture", "kind": { "slug": "consulting-deck", "label": "Consulting deck" }, "sourceType": { "slug": "strategy_consulting", "label": "Strategy consulting" }, "fileName": "2021-2021-PC-Underwriting-Survey.pdf", "sourceUrl": "https://riskandinsurance.com/wp-content/uploads/2021/12/TI-Accenture_PC_Underwriter_Survey-_vf.pdf", "sourceDate": "2021-10-15 00:00:00", "presentationDate": null, "ingestedAt": "2026-04-23 20:51:26+00", "status": "ready", "pageCount": 58, "orientation": "landscape", "aspectRatio": 1.778, "targetCompany": null, "targetTicker": null, "metadata": { "local_root": "/tmp/legacy-images/75154b823290a109", "origin_corpus": "consulting" } }, "coverage": { "pageCount": 58, "pagesIndexed": 58, "pagesWithImages": 58, "pagesWithMetadata": 58, "imageCoveragePct": 100, "metadataCoveragePct": 100, "componentCount": 418, "chartCount": 59, "metricSlides": 46, "toolMatches": 143, "documentToolMatches": 0, "frameworkMatches": 1, "arcMatches": 2, "beatMatches": 8, "loopMatches": 8, "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": "019de0ed-a537-73fd-80df-5fcf183430a9", "evidence": "Deck peels successive layers: surface highlights (p.3-5) -> role/time symptoms (p.13-22) -> declining quality/efficiency (p.24-37) -> tech paradox & talent crisis as core (p.39-54) -> qualitative implications (p.56-58).", "isPrimary": true, "confidence": 60, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "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": "019de0ed-a63a-7769-97cb-f3303b0ce4f9", "evidence": "Whole deck reads as Facts (data) -> So-what (section summaries) but Now-what is weak/qualitative only.", "isPrimary": false, "confidence": 50, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null } } ], "beats": [ { "to": 5, "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": "019de0ed-a564-75af-ba6e-6827be3d42cf", "matchId": "019de0ed-a537-73fd-80df-5fcf183430a9", "beatType": null, "evidence": "Cover, TOC and 5-bullet key highlights sit at the surface.", "position": 1, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 60 }, { "to": 22, "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": 6, "name": "First Layer", "beatId": "019de0ed-a590-7188-b1af-88fa6b38bceb", "matchId": "019de0ed-a537-73fd-80df-5fcf183430a9", "beatType": null, "evidence": "Methodology + Role of Underwriter section exposes 40% time waste.", "position": 2, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 60 }, { "to": 37, "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": 23, "name": "Deeper Layer", "beatId": "019de0ed-a5b8-732e-b7b7-b08c381f0615", "matchId": "019de0ed-a537-73fd-80df-5fcf183430a9", "beatType": null, "evidence": "Quality and Efficiency sections show declines vs 2008/2013.", "position": 3, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 60 }, { "to": 54, "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": 38, "name": "Core Insight", "beatId": "019de0ed-a5e0-7728-aead-9ed12d53be49", "matchId": "019de0ed-a537-73fd-80df-5fcf183430a9", "beatType": null, "evidence": "Tech paradox and talent worsening reveal underlying root cause.", "position": 4, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 60 }, { "to": 58, "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": 55, "name": "Implications", "beatId": "019de0ed-a608-7502-87e6-f2a2c5ad3d0d", "matchId": "019de0ed-a537-73fd-80df-5fcf183430a9", "beatType": null, "evidence": "Open-end qualitative concerns spell out implications.", "position": 5, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 60 }, { "to": 22, "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": 6, "name": "The Facts (What)", "beatId": "019de0ed-a664-72ab-bbbd-ee61e005d0f0", "matchId": "019de0ed-a63a-7769-97cb-f3303b0ce4f9", "beatType": null, "evidence": "Methodology + activity/time data.", "position": 1, "isPrimaryArc": false, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 50 }, { "to": 54, "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": 23, "name": "The Implications (So What)", "beatId": "019de0ed-a694-760b-a2a7-b0347971cf30", "matchId": "019de0ed-a63a-7769-97cb-f3303b0ce4f9", "beatType": null, "evidence": "Section summaries diagnose quality/efficiency/tech/talent issues.", "position": 2, "isPrimaryArc": false, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 50 }, { "to": 58, "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": 55, "name": "The Action (Now What)", "beatId": "019de0ed-a6bc-708f-b2e6-6e0aa31d9e1f", "matchId": "019de0ed-a63a-7769-97cb-f3303b0ce4f9", "beatType": null, "evidence": "Open-end excitements and concerns hint at next moves but no recommendations.", "position": 3, "isPrimaryArc": false, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 50 } ], "loops": [ { "to": 5, "from": 3, "loop": { "name": "40_mece_breakdown", "slug": "40-mece-breakdown", "status": "active", "bestFor": "Problem structuring, ensuring completeness, strategic analysis", "canonId": "019dd956-763c-765e-8b68-6ee3ae1ef184", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "The Whole -> Category A (distinct) -> Category B (distinct) -> Category C (distinct) -> Complete Coverage", "description": "Divide a complex topic into mutually exclusive, collectively exhaustive categories", "familyLabel": null, "categoryName": "Consulting Framework", "categorySlug": "consulting-framework" }, "matchId": "019de0ed-a6e6-70fa-ba0e-2efeb2ea56c7", "evidence": "p.3-5 each present same 5-theme structure (Efficiency, Quality, Investments, Technology, Talent).", "position": 1, "objective": "Frame survey findings into 5 MECE themes", "confidence": 80, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null } }, { "to": 11, "from": 7, "loop": { "name": "34_segmentation_split", "slug": "34-segmentation-split", "status": "active", "bestFor": "Customer analysis, market research, resource allocation", "canonId": "019dd956-7398-77a8-9a5f-2e4d39589f42", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "The Aggregate View -> Segment A Behavior -> Segment B Behavior -> The Insight in the Difference", "description": "Divide a whole into meaningful segments to reveal hidden patterns", "familyLabel": null, "categoryName": "Consulting Framework", "categorySlug": "consulting-framework" }, "matchId": "019de0ed-a70f-7226-8ff8-91743b09b900", "evidence": "Five slides decomposing 434 respondents by LOB, account size, age, tenure.", "position": 2, "objective": "Profile sample by line of business and account size", "confidence": 78, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null } }, { "to": 22, "from": 13, "loop": { "name": "10_iceberg", "slug": "10-iceberg", "status": "active", "bestFor": "Consulting, complex problem solving, organizational change", "canonId": "019dd956-69f4-738c-852a-643798da0899", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "The Symptom (Visible) -> The System (Hidden) -> The Root Cause", "description": "Reveal that the visible problem is merely a symptom of a deeper root cause", "familyLabel": null, "categoryName": "Analysis", "categorySlug": "analysis" }, "matchId": "019de0ed-a738-76ab-a189-5b29a470e388", "evidence": "p.14 visible time-waste -> p.16-18 ineffective systems cited 71% -> p.19-22 investment drivers.", "position": 3, "objective": "Show 40% non-core time symptom is driven by hidden systems/process root cause", "confidence": 65, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null } }, { "to": 29, "from": 24, "loop": { "name": "39_benchmark_gap", "slug": "39-benchmark-gap", "status": "active", "bestFor": "Performance improvement, competitive analysis, target setting", "canonId": "019dd956-75a4-7522-8d1a-af94da4703e9", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "Our Performance -> Industry Average -> Best-in-Class -> The Gap = The Opportunity", "description": "Compare performance against best-in-class to quantify the opportunity", "familyLabel": null, "categoryName": "Comparison", "categorySlug": "comparison" }, "matchId": "019de0ed-a761-728a-8f20-bfb42802132a", "evidence": "p.27 explicit 2008/2013/2021 comparison; p.28 priority areas.", "position": 4, "objective": "Show quality has declined and identify priority gaps", "confidence": 75, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null } }, { "to": 37, "from": 31, "loop": { "name": "36_maturity_curve", "slug": "36-maturity-curve", "status": "active", "bestFor": "Digital transformation, capability building, benchmarking", "canonId": "019dd956-748d-7329-ad3a-5c550b66e275", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "Current Maturity Level -> The Gap to Next Level -> Required Capabilities -> The Roadmap", "description": "Show where you are on a progression and what it takes to reach the next level", "familyLabel": null, "categoryName": "Consulting Framework", "categorySlug": "consulting-framework" }, "matchId": "019de0ed-a789-723a-96f6-128c62bc5981", "evidence": "p.32 current solution ratings; p.35 planned investments; p.37 2013 vs 2021 automation.", "position": 5, "objective": "Diagnose current efficiency maturity and required investment roadmap", "confidence": 60, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null } }, { "to": 46, "from": 39, "loop": { "name": "20_paradox_resolver", "slug": "20-paradox-resolver", "status": "active", "bestFor": "Strategic pivots, innovation pitches, challenging conventional wisdom", "canonId": "019dd956-6e0a-749e-b9bd-5c42569a9af8", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "The Apparent Contradiction -> Why Both Seem True -> The Deeper Truth That Reconciles", "description": "Introduce a seeming contradiction that captures attention, then resolve it with a deeper truth", "familyLabel": null, "categoryName": "Logical Reasoning", "categorySlug": "logical-reasoning" }, "matchId": "019de0ed-a7b0-73fb-8724-b675333a497a", "evidence": "p.40 60% positive impact vs p.41 callout '64% say workload increased or had no change'.", "position": 6, "objective": "Resolve apparent contradiction: tech improves performance yet does not reduce workload", "confidence": 80, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null } }, { "to": 54, "from": 48, "loop": { "name": "39_benchmark_gap", "slug": "39-benchmark-gap", "status": "active", "bestFor": "Performance improvement, competitive analysis, target setting", "canonId": "019dd956-75a4-7522-8d1a-af94da4703e9", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "Our Performance -> Industry Average -> Best-in-Class -> The Gap = The Opportunity", "description": "Compare performance against best-in-class to quantify the opportunity", "familyLabel": null, "categoryName": "Comparison", "categorySlug": "comparison" }, "matchId": "019de0ed-a7d9-7480-a20f-0a8f27d9c1e5", "evidence": "p.54 callout 'all aspects related to talent management have worsened compared to 2013'.", "position": 7, "objective": "Show talent management has worsened across all dimensions vs 2013", "confidence": 80, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null } }, { "to": 58, "from": 56, "loop": { "name": "51_voice_of_customer", "slug": "51-voice-of-customer", "status": "active", "bestFor": "Product strategy, customer experience, market research", "canonId": "019dd956-7aaf-750b-950b-af0df38f5266", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "What Customers Say (Verbatim) -> The Pattern Across Voices -> The Insight -> The Response", "description": "Let customer quotes and feedback drive the narrative and validate the insight", "familyLabel": null, "categoryName": "Validation", "categorySlug": "validation" }, "matchId": "019de0ed-a801-7798-809e-3019ac628e5d", "evidence": "p.57-58 organize verbatim quotes into 4 thematic quadrants of excitement/concern.", "position": 8, "objective": "Synthesize verbatim underwriter quotes into themes", "confidence": 85, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null } } ], "tools": [ { "tool": { "name": "Pyramid Principle", "slug": "pyramid-principle", "status": "active", "bestFor": "When the document has a single governing decision or recommendation the reader is asked to accept, and the case can be decomposed into a small number of clean groups. Strategy decks, board memos, investment committee papers.", "canonId": "019dd956-7cbd-7219-a477-c871e2bc1aff", "version": 1, "bodyDocId": "88b6ac56-b880-46f9-8621-ef3491ab6235", "description": "Lead with the answer; group three to five MECE supports beneath it; recurse one level down. Top-down hierarchical structure for any document with a single recommendation.", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Architect", "layer": "block", "agents": [ "Architect" ], "matchId": "019de0ed-a87a-7183-b266-06a9aae9d094", "evidence": "Deck opens with answer-first highlights, then methodology, then evidence.", "pageRefs": null, "priority": "Core", "whenToUse": "When the document has a single governing decision or recommendation the reader is asked to accept, and the case can be decomposed into a small number of clean groups. Strategy decks, board memos, investment committee papers.", "confidence": 55, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 1, "whyItWorks": "Solves the two failure modes of expert communication at once: (1) the long climb where readers wait pages for the answer, and (2) logical mush from non-MECE groupings. Progressive disclosure lets a reader stop at any depth and get the right information.", "antipattern": "Chronological structure (\"what we did, what we found, what we conclude\") instead of logical hierarchy. Top-of-pyramid that is a topic (\"strategic options\") instead of an answer (\"pursue Option B because...\"). Non-MECE supports that overlap or fail to cover the universe.", "cardinality": null, "narrativePurpose": "Transfer conviction with minimum reader effort by mirroring how decision-makers consume information: answer first, scaffolding behind." }, { "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", "categorySlug": "block" }, "agent": "Architect", "layer": "block", "agents": [ "Architect" ], "matchId": "019de0ed-a8cb-77d8-b561-2bee8cbabb6a", "evidence": "TOC partitions report into non-overlapping sections covering full survey.", "pageRefs": null, "priority": "Core", "whenToUse": null, "confidence": 70, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 2, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Chunking", "slug": "chunking", "status": "active", "bestFor": null, "canonId": "019dd956-abab-72ce-b64c-2924cc83cf39", "version": 1, "bodyDocId": null, "description": "Information grouped into chunks is remembered better - structure content in digestible units", "familyLabel": null, "categoryName": "Loop", "categorySlug": "loop" }, "agent": "Architect", "layer": "loop", "agents": [ "Architect" ], "matchId": "019de0ed-a8a3-7236-963a-93a7ca0d02ee", "evidence": "Eight numbered sections grouped as digestible chunks.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 60, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 2, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Chunking", "slug": "chunking", "status": "active", "bestFor": null, "canonId": "019dd956-abab-72ce-b64c-2924cc83cf39", "version": 1, "bodyDocId": null, "description": "Information grouped into chunks is remembered better - structure content in digestible units", "familyLabel": null, "categoryName": "Loop", "categorySlug": "loop" }, "agent": "Architect", "layer": "loop", "agents": [ "Architect" ], "matchId": "019de0ed-a947-7189-af60-a36f31b06769", "evidence": "Five-bullet structure repeats across p.3-5 for memorable chunks.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 75, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 3, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Horizontal Logic", "slug": "horizontal-logic", "status": "active", "bestFor": null, "canonId": "019dd956-9a85-7199-aaa6-4314cd50dcfa", "version": 1, "bodyDocId": null, "description": "Logical grouping at the same level - items must relate coherently", "familyLabel": null, "categoryName": "Loop", "categorySlug": "loop" }, "agent": "Architect", "layer": "loop", "agents": [ "Architect" ], "matchId": "019de0ed-aa8d-728d-a2b8-828a45a4a395", "evidence": "Demographic facets share same level of abstraction across slides.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 55, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 7, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Data Story Arc", "slug": "data-story-arc", "status": "active", "bestFor": null, "canonId": "019dd956-9c30-728e-b974-d3fb123dcf5a", "version": 1, "bodyDocId": null, "description": "Context → Conflict → Insight → Implication structure for data narratives", "familyLabel": null, "categoryName": "Loop", "categorySlug": "loop" }, "agent": "Storyteller", "layer": "loop", "agents": [ "Storyteller" ], "matchId": "019de0ed-ac4e-7079-b307-4b9fd11039a6", "evidence": "Section moves Context (time data) -> Conflict (challenges) -> Insight (drivers) -> Implication (3-yr factors).", "pageRefs": null, "priority": "Core", "whenToUse": null, "confidence": 55, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 13, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Contrast Pairs", "slug": "contrast-pairs", "status": "active", "bestFor": null, "canonId": "019dd956-9b77-70d3-88b1-f34e26f60860", "version": 1, "bodyDocId": null, "description": "Creating tension through opposites: Before↔After, Problem↔Solution, Pain↔Relief", "familyLabel": null, "categoryName": "Loop", "categorySlug": "loop" }, "agent": "Storyteller", "layer": "loop", "agents": [ "Storyteller" ], "matchId": "019de0ed-af7e-77c6-913c-2c3e24fabe6e", "evidence": "Section is built around 2013 vs 2021 quality contrast.", "pageRefs": null, "priority": "Core", "whenToUse": null, "confidence": 65, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 24, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Contrast Pairs", "slug": "contrast-pairs", "status": "active", "bestFor": null, "canonId": "019dd956-9b77-70d3-88b1-f34e26f60860", "version": 1, "bodyDocId": null, "description": "Creating tension through opposites: Before↔After, Problem↔Solution, Pain↔Relief", "familyLabel": null, "categoryName": "Loop", "categorySlug": "loop" }, "agent": "Storyteller", "layer": "loop", "agents": [ "Storyteller" ], "matchId": "019de0ed-b18c-713d-9ba5-dac17b610f4e", "evidence": "Loop pivots on 2013-vs-2021 automation regression.", "pageRefs": null, "priority": "Core", "whenToUse": null, "confidence": 55, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 31, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Antithesis", "slug": "antithesis", "status": "active", "bestFor": null, "canonId": "019dd956-a1f8-7283-8cf4-8e2c4292cc4e", "version": 1, "bodyDocId": null, "description": "Juxtaposing contrasting ideas in parallel structure", "familyLabel": null, "categoryName": "Loop", "categorySlug": "loop" }, "agent": "Storyteller", "layer": "loop", "agents": [ "Storyteller" ], "matchId": "019de0ed-b3c0-729d-9814-c8cfbc0b27a4", "evidence": "Section juxtaposes tech improving performance vs failing on workload.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 75, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 39, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Contrast Pairs", "slug": "contrast-pairs", "status": "active", "bestFor": null, "canonId": "019dd956-9b77-70d3-88b1-f34e26f60860", "version": 1, "bodyDocId": null, "description": "Creating tension through opposites: Before↔After, Problem↔Solution, Pain↔Relief", "familyLabel": null, "categoryName": "Loop", "categorySlug": "loop" }, "agent": "Storyteller", "layer": "loop", "agents": [ "Storyteller" ], "matchId": "019de0ed-b63f-764f-beb4-72a99b704855", "evidence": "Loop is built on 2013 vs 2021 talent contrast.", "pageRefs": null, "priority": "Core", "whenToUse": null, "confidence": 70, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 48, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Parallel Structure", "slug": "parallel-structure", "status": "active", "bestFor": null, "canonId": "019dd956-9f34-762a-93b7-1d8e84bbd153", "version": 1, "bodyDocId": null, "description": "Using similar grammatical structure for related ideas", "familyLabel": null, "categoryName": "Loop", "categorySlug": "loop" }, "agent": "Architect", "layer": "loop", "agents": [ "Architect" ], "matchId": "019de0ed-b8c5-758e-9da2-5eb3b3cd86d4", "evidence": "Excited vs concerned items presented in mirrored parallel layout.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 70, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 56, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Picture Superiority Effect", "slug": "picture-superiority-effect", "status": "active", "bestFor": null, "canonId": "019dd956-c201-7014-bb58-3e85e3e11dfd", "version": 1, "bodyDocId": null, "description": "Pictures remembered 6x better than words - prioritize visuals over text", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Designer", "layer": "slide", "agents": [ "Designer" ], "matchId": "019de0ed-a828-747b-959f-c36ee292b5ad", "evidence": "Full-bleed lantern-on-dunes image carries cover identity.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 70, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 1, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Slide recipe: Cover", "slug": "cover-slide", "status": "active", "bestFor": null, "canonId": "019df269-2a08-767d-9128-e7431e6fe8a3", "version": 1, "bodyDocId": "019df269-29e5-7738-b5fa-6892e5dc8e65", "description": "The first ten seconds. Build it deliberately.", "familyLabel": "slide-recipe", "categoryName": "Slide", "categorySlug": "slide" }, "agent": "designer", "layer": "slide", "agents": [ "designer" ], "matchId": "d15f2906-ea37-46c2-a867-4ced7da79a06", "evidence": "2021 P&C Underwriting Survey", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 21:03:18.932284+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 1, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Typography Hierarchy", "slug": "typography-hierarchy", "status": "active", "bestFor": null, "canonId": "019dd956-ba98-77ab-9513-ff2344da8bc7", "version": 1, "bodyDocId": null, "description": "Using font size, weight, and style to create reading order", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Designer", "layer": "slide", "agents": [ "Designer" ], "matchId": "019de0ed-a852-75ff-b025-cca603c79296", "evidence": "Large title over date and logos sets reading order.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 65, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 1, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Section divider", "slug": "section-divider", "status": "active", "bestFor": null, "canonId": "019dd9e1-4c66-707d-8d1f-6e14547134c7", "version": 1, "bodyDocId": null, "description": "A transitional slide marking the start of a new section.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "b4d4363e-c65a-4a0a-9618-12402f14df15", "evidence": "1. METHODOLOGY AND SAMPLE", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 21:03:18.993668+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 2, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "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.", "canonId": "019dd956-ac70-700b-a608-ba58e78f5dcc", "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": [ "Architect" ], "matchId": "019de0ed-a8f4-7408-8eb4-8213e8f9865f", "evidence": "Bolded bullet phrases ('40% on non-core', 'ageing systems') act as mini action statements.", "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": 55, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "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": "Contrast Principle", "slug": "contrast-principle", "status": "active", "bestFor": null, "canonId": "019dd956-bf0f-73ae-b9df-e60508cdaa65", "version": 1, "bodyDocId": null, "description": "Higher visual weight draws attention - use contrast strategically for emphasis", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Designer", "layer": "slide", "agents": [ "Designer" ], "matchId": "019de0ed-a91c-7151-bf66-c6484615bf8a", "evidence": "Selective bolding/highlighting of key terms on full purple panel.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 70, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 3, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "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.", "canonId": "019dd956-ac70-700b-a608-ba58e78f5dcc", "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": [ "Architect" ], "matchId": "019de0ed-a96f-73dc-9e5d-8865fcd6fdc8", "evidence": "Five purple sub-headings carry mini-thesis per theme.", "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": 55, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 4, "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": "Von Restorff Effect", "slug": "von-restorff-effect", "status": "active", "bestFor": null, "canonId": "019dd956-beab-73d8-9f62-30d0332e926e", "version": 1, "bodyDocId": null, "description": "Items that stand out are noticed and remembered - make key points visually distinct", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Designer", "layer": "slide", "agents": [ "Designer" ], "matchId": "019de0ed-a997-731e-844a-5a962a4a0dd6", "evidence": "Big '76' callout in corner stands out against text.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 65, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 4, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "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.", "canonId": "019dd956-ac70-700b-a608-ba58e78f5dcc", "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": [ "Architect" ], "matchId": "019de0ed-a9bf-728d-b074-f1381d165102", "evidence": "Five purple sub-headings carry mini-thesis per theme.", "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": 55, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 5, "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": "Von Restorff Effect", "slug": "von-restorff-effect", "status": "active", "bestFor": null, "canonId": "019dd956-beab-73d8-9f62-30d0332e926e", "version": 1, "bodyDocId": null, "description": "Items that stand out are noticed and remembered - make key points visually distinct", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Designer", "layer": "slide", "agents": [ "Designer" ], "matchId": "019de0ed-a9e5-72dd-9887-5bbc64da87c2", "evidence": "Large '295' big-number anchors top-right.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 65, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 5, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Section divider", "slug": "section-divider", "status": "active", "bestFor": null, "canonId": "019dd9e1-4c66-707d-8d1f-6e14547134c7", "version": 1, "bodyDocId": null, "description": "A transitional slide marking the start of a new section.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "4ee789d8-f022-4621-a05c-5bc5102d42c7", "evidence": "1. METHODOLOGY AND SAMPLE", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 21:03:19.150077+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 6, "whyItWorks": null, "antipattern": null, "cardinality": "common", "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": "019de0ed-aa38-77da-abcf-f15ba8a2296e", "evidence": "Donut for categorical, stacked bars for ordinal premium/age bands.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 70, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "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": "019de0ed-aa64-761b-8bd2-249399e58843", "evidence": "Purple gradient palette unifies six sub-charts.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 60, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 7, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Small Multiples", "slug": "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": "019de0ed-aa10-73f4-91cb-f9a77734f8a8", "evidence": "Six-panel demographic dashboard with consistent palette.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 80, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 7, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "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": "019de0ed-aadd-73ff-bf7a-08be54623b5d", "evidence": "Specialty/Reinsurance sample sizes flagged in red.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 60, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 8, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Small Multiples", "slug": "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": "019de0ed-aab5-717c-97f7-366ef6a74ef6", "evidence": "Two parallel 100% stacked bars across LOBs.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 75, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 8, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "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": "019de0ed-ab32-753f-9d38-0fb2c0d577af", "evidence": "Sample-size footnote highlights small-base caveats in red.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 60, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 9, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Small Multiples", "slug": "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": "019de0ed-ab09-77cd-943c-1e701106b7e1", "evidence": "Parallel stacked bars on premium-size and net-premium-written.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 75, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 9, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Audience Definition", "slug": "audience-definition", "status": "active", "bestFor": null, "canonId": "019dd956-7f2a-775d-aeee-ff099bcb7756", "version": 1, "bodyDocId": null, "description": "Six key questions: Who are they? What do they know? What do they believe? What do they care about? What do they fear? What decisions can they make?", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "bc20e7d1-d263-4294-a4f5-f23ddac0b215", "evidence": "Respondents' profile with personal lines-focused underwriters interviewed: 76", "pageRefs": null, "priority": "Core", "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 21:03:03.627643+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 10, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Data Story Arc", "slug": "data-story-arc", "status": "active", "bestFor": null, "canonId": "019dd956-9c30-728e-b974-d3fb123dcf5a", "version": 1, "bodyDocId": null, "description": "Context → Conflict → Insight → Implication structure for data narratives", "familyLabel": null, "categoryName": "Loop", "categorySlug": "loop" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "14a31bb0-5f58-4f0a-9c0a-fb6b17edbe9a", "evidence": " Various charts and metrics describing respondents' profile", "pageRefs": null, "priority": "Core", "whenToUse": null, "confidence": 0.5, "extraction": { "at": "2026-07-16 21:03:03.658908+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 10, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Small Multiples", "slug": "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": "019de0ed-ab5b-730e-9603-904034e57d37", "evidence": "Donut + four stacked bars qualify Personal Lines sample.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 75, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 10, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Von Restorff Effect", "slug": "von-restorff-effect", "status": "active", "bestFor": null, "canonId": "019dd956-beab-73d8-9f62-30d0332e926e", "version": 1, "bodyDocId": null, "description": "Items that stand out are noticed and remembered - make key points visually distinct", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Designer", "layer": "slide", "agents": [ "Designer" ], "matchId": "019de0ed-ab82-77a8-974e-2cb934d3eca0", "evidence": "Big '76' callout anchors the slide.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 70, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 10, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Audience Definition", "slug": "audience-definition", "status": "active", "bestFor": null, "canonId": "019dd956-7f2a-775d-aeee-ff099bcb7756", "version": 1, "bodyDocId": null, "description": "Six key questions: Who are they? What do they know? What do they believe? What do they care about? What do they fear? What decisions can they make?", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "fba1c660-f776-4538-8037-db6c74eed4cb", "evidence": "Respondents' profile with commercial lines-focused underwriters interviewed: 295", "pageRefs": null, "priority": "Core", "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 21:03:03.73203+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 11, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Data Story Arc", "slug": "data-story-arc", "status": "active", "bestFor": null, "canonId": "019dd956-9c30-728e-b974-d3fb123dcf5a", "version": 1, "bodyDocId": null, "description": "Context → Conflict → Insight → Implication structure for data narratives", "familyLabel": null, "categoryName": "Loop", "categorySlug": "loop" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "2adbbd26-98e4-42ad-8fc4-45a37ee52627", "evidence": " Various charts and metrics describing respondents' profile", "pageRefs": null, "priority": "Core", "whenToUse": null, "confidence": 0.5, "extraction": { "at": "2026-07-16 21:03:03.765111+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 11, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Small Multiples", "slug": "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": "019de0ed-abab-710c-8fed-11549bb7c907", "evidence": "Donut + four stacked bars qualify Commercial Lines sample.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 75, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 11, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Von Restorff Effect", "slug": "von-restorff-effect", "status": "active", "bestFor": null, "canonId": "019dd956-beab-73d8-9f62-30d0332e926e", "version": 1, "bodyDocId": null, "description": "Items that stand out are noticed and remembered - make key points visually distinct", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Designer", "layer": "slide", "agents": [ "Designer" ], "matchId": "019de0ed-abd3-701c-8aea-554421f52152", "evidence": "Big '295' callout anchors the slide.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 70, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 11, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "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.", "canonId": "019dd956-ac70-700b-a608-ba58e78f5dcc", "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": [ "Architect" ], "matchId": "019de0ed-abf9-7559-9973-481c538aad75", "evidence": "Bolded bullet headlines act as mini action titles per the brief.", "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": 60, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 13, "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": "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": "019de0ed-ac23-7269-9732-343304262bd0", "evidence": "Each bullet states a so-what claim with supporting metric.", "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": 60, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 13, "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). The recursion is what guarantees the implication makes it into ink.", "antipattern": "Stopping at the first tighter description (still a fact, not an implication), regressing past the audience's decision space into philosophy, smuggling the so-what into speaker notes, or re-using an implication aimed at a previous audience.", "cardinality": null, "narrativePurpose": "Forces every analytical artefact to close the gap between fact and decision, so the reader holds the recommendation by reading titles alone rather than reconstructing the analyst's mental model from raw evidence." }, { "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": "019de0ed-ac77-768a-a3db-6dcb3421fdd4", "evidence": "Donut for share split + bar chart for ranked activity decomposition.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 80, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 14, "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": "019de0ed-ac9e-752f-8dad-173f361502cd", "evidence": "Bar colors map directly to donut segments (purple variants + gray).", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 75, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 14, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Von Restorff Effect", "slug": "von-restorff-effect", "status": "active", "bestFor": null, "canonId": "019dd956-beab-73d8-9f62-30d0332e926e", "version": 1, "bodyDocId": null, "description": "Items that stand out are noticed and remembered - make key points visually distinct", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Designer", "layer": "slide", "agents": [ "Designer" ], "matchId": "019de0ed-acc5-7668-8e1f-9ef1c32dc840", "evidence": "Gray non-core slice contrasts purple to flag waste.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 70, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 14, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "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": "019de0ed-ad17-77d9-a708-1d3e3ddd2b76", "evidence": "Numbered remarks callout interprets two specific patterns.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 65, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 15, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Small Multiples", "slug": "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": "019de0ed-acee-711b-940b-618190ef6ded", "evidence": "Two side-by-side stacked bars (by LOB and account size).", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 70, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 15, "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": "019de0ed-ad40-72a8-afee-5196b02858da", "evidence": "Horizontal bar chart appropriate for ranked challenges.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 80, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 16, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Von Restorff Effect", "slug": "von-restorff-effect", "status": "active", "bestFor": null, "canonId": "019dd956-beab-73d8-9f62-30d0332e926e", "version": 1, "bodyDocId": null, "description": "Items that stand out are noticed and remembered - make key points visually distinct", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Designer", "layer": "slide", "agents": [ "Designer" ], "matchId": "019de0ed-ad67-7154-ad68-82cf2c8dfbd9", "evidence": "Top-5 challenges isolated in purple side panel.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 70, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 16, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "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": "019de0ed-adb9-7050-88f9-e48980702080", "evidence": "Yellow dashed boxes highlight Specialty 76% and Personal 43%.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 75, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 17, "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": "019de0ed-ad91-74b1-9551-6b284f4a4bf4", "evidence": "Grouped bar chart compares 5 LOBs across 5 challenges.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 75, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 17, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "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": "019de0ed-ae08-73cd-bc90-cfc086a4ec63", "evidence": "Yellow-dashed highlights on <$10K bars reinforce remarks.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 75, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 18, "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": "019de0ed-addf-7522-bf42-8ec2867c4555", "evidence": "Grouped bar chart segments challenges by account-size bands.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 75, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 18, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "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": "019de0ed-ae62-768c-b3b1-5be4a89a701b", "evidence": "Top two drivers circled in purple to flag emphasis.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 70, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 19, "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": "019de0ed-ae39-715a-8de5-95b2f25ad3c7", "evidence": "100% stacked bar fits Likert-style importance ratings.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 75, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 19, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Small Multiples", "slug": "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": "019de0ed-ae8a-768e-8240-ea469c897282", "evidence": "Four grouped bar charts compare 5 LOBs across factors.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 70, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 20, "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": "019de0ed-aeb2-7108-9363-3dc4a1073d13", "evidence": "Stacked bar ranks 10 future-impact factors.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 75, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 21, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Von Restorff Effect", "slug": "von-restorff-effect", "status": "active", "bestFor": null, "canonId": "019dd956-beab-73d8-9f62-30d0332e926e", "version": 1, "bodyDocId": null, "description": "Items that stand out are noticed and remembered - make key points visually distinct", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Designer", "layer": "slide", "agents": [ "Designer" ], "matchId": "019de0ed-aed9-7488-b137-e6e2383136eb", "evidence": "Top-5 listed in callout to single out highest-impact factors.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 60, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 21, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Small Multiples", "slug": "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": "019de0ed-af00-7030-8f8f-13ce69d18b25", "evidence": "Five grouped charts compare LOBs side-by-side.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 70, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 22, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "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.", "canonId": "019dd956-ac70-700b-a608-ba58e78f5dcc", "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": [ "Architect" ], "matchId": "019de0ed-af2b-756c-9243-d3d694459ec9", "evidence": "Bullet headlines such as 'quality has decreased considerably' carry the so-what.", "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": 55, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 24, "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": "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": "019de0ed-af55-71ca-949b-e95aa81c97e0", "evidence": "Summary callout box restates implications of section data.", "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": 60, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 24, "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). The recursion is what guarantees the implication makes it into ink.", "antipattern": "Stopping at the first tighter description (still a fact, not an implication), regressing past the audience's decision space into philosophy, smuggling the so-what into speaker notes, or re-using an implication aimed at a previous audience.", "cardinality": null, "narrativePurpose": "Forces every analytical artefact to close the gap between fact and decision, so the reader holds the recommendation by reading titles alone rather than reconstructing the analyst's mental model from raw evidence." }, { "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": "019de0ed-afa7-744f-a241-3a6245d440a6", "evidence": "100% stacked bar fits 5-point quality scale.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 75, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 25, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Von Restorff Effect", "slug": "von-restorff-effect", "status": "active", "bestFor": null, "canonId": "019dd956-beab-73d8-9f62-30d0332e926e", "version": 1, "bodyDocId": null, "description": "Items that stand out are noticed and remembered - make key points visually distinct", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Designer", "layer": "slide", "agents": [ "Designer" ], "matchId": "019de0ed-afd0-7488-a09c-6bce8a70b96d", "evidence": "Top-3 superior areas highlighted in callout list.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 65, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 25, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "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": "019de0ed-aff8-7089-925b-f85f0822593f", "evidence": "Yellow-dashed highlights on 42% / 51% / 41% bars reinforce remarks.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 75, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 26, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Small Multiples", "slug": "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": "019de0ed-b021-75dd-a047-f0c18b2c2cd4", "evidence": "Grouped bars across seven dimensions repeat by LOB.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 65, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 26, "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": "019de0ed-b048-744b-9dbb-dcb849566cba", "evidence": "Grouped horizontal bar fits time-series across 3 years.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 75, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 27, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Contrast Principle", "slug": "contrast-principle", "status": "active", "bestFor": null, "canonId": "019dd956-bf0f-73ae-b9df-e60508cdaa65", "version": 1, "bodyDocId": null, "description": "Higher visual weight draws attention - use contrast strategically for emphasis", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Designer", "layer": "slide", "agents": [ "Designer" ], "matchId": "019de0ed-b070-776e-97ab-736b81f038ce", "evidence": "Direct 2008 vs 2013 vs 2021 comparison flags decline visually.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 75, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 27, "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": "019de0ed-b099-758c-8526-66460107d34b", "evidence": "100% stacked bar ranks 10 improvement areas.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 70, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 28, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Von Restorff Effect", "slug": "von-restorff-effect", "status": "active", "bestFor": null, "canonId": "019dd956-beab-73d8-9f62-30d0332e926e", "version": 1, "bodyDocId": null, "description": "Items that stand out are noticed and remembered - make key points visually distinct", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Designer", "layer": "slide", "agents": [ "Designer" ], "matchId": "019de0ed-b0c1-7196-a254-e080ba04935b", "evidence": "Top 3 rows circled in purple to flag highest priorities.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 70, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 28, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "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": "019de0ed-b112-733c-8688-d9f963b28053", "evidence": "Remarks callout interprets small vs large account differences.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 60, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 29, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Small Multiples", "slug": "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": "019de0ed-b0ea-7658-b3ba-b5e7a7484496", "evidence": "Two grouped bar charts share legend across account sizes.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 65, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 29, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "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.", "canonId": "019dd956-ac70-700b-a608-ba58e78f5dcc", "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": [ "Architect" ], "matchId": "019de0ed-b13b-77fa-95be-1cfd65be41d7", "evidence": "Three themed bullet headlines act as mini action statements.", "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": 55, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 31, "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": "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": "019de0ed-b162-74a2-90e1-5876a1bbafe0", "evidence": "Bullets condense data into so-what implications for tech/automation.", "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": 60, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 31, "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). The recursion is what guarantees the implication makes it into ink.", "antipattern": "Stopping at the first tighter description (still a fact, not an implication), regressing past the audience's decision space into philosophy, smuggling the so-what into speaker notes, or re-using an implication aimed at a previous audience.", "cardinality": null, "narrativePurpose": "Forces every analytical artefact to close the gap between fact and decision, so the reader holds the recommendation by reading titles alone rather than reconstructing the analyst's mental model from raw evidence." }, { "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": "019de0ed-b1dd-7729-9616-340a65351b16", "evidence": "Red circles/arrows mark AI/NLP and automation as deficient.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 80, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 32, "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": "019de0ed-b1b4-751d-b7db-9a6421a078dd", "evidence": "100% stacked bar fits 5-point usage rating across 10 solutions.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 75, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 32, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "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": "019de0ed-b22e-7423-930c-5ecf574fdd6b", "evidence": "Yellow-dashed highlights on Personal Lines and mid bands.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 70, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 33, "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": "019de0ed-b205-7775-befd-8ae24d7a45ea", "evidence": "Two stacked bars by LOB and account size.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 70, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 33, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "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": "019de0ed-b281-701a-897a-2e33b13f99bd", "evidence": "Yellow-dashed highlights direct attention to mid-account deficiencies.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 70, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 34, "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": "129af41e-c787-4c2e-8c3b-b4460c49403a", "evidence": "The slide uses a stacked bar chart to show survey responses by line of business and account size.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.6, "extraction": { "at": "2026-07-16 21:03:05.933817+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 34, "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": "019de0ed-b259-70b9-82fa-deee09f21f77", "evidence": "Two stacked bars (LOB / account size) on AI-NLP usage.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 70, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 34, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Data Story Arc", "slug": "data-story-arc", "status": "active", "bestFor": null, "canonId": "019dd956-9c30-728e-b974-d3fb123dcf5a", "version": 1, "bodyDocId": null, "description": "Context → Conflict → Insight → Implication structure for data narratives", "familyLabel": null, "categoryName": "Loop", "categorySlug": "loop" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "fe60b693-448e-462e-b520-b6b3efbff9bf", "evidence": "The slide presents a survey result in a structured manner, with a clear question, data, and insights.", "pageRefs": null, "priority": "Core", "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 21:03:05.896183+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 34, "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": "9e4a46aa-719b-4130-b718-9f99b750e71e", "evidence": "The slide uses a stacked bar chart to show investment priorities.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.6, "extraction": { "at": "2026-07-16 21:03:06.036958+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 35, "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": "019de0ed-b2a8-71dd-9ea4-d01d5f5414cf", "evidence": "100% stacked bar ranks 10 investment areas by status.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 70, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 35, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Data Story Arc", "slug": "data-story-arc", "status": "active", "bestFor": null, "canonId": "019dd956-9c30-728e-b974-d3fb123dcf5a", "version": 1, "bodyDocId": null, "description": "Context → Conflict → Insight → Implication structure for data narratives", "familyLabel": null, "categoryName": "Loop", "categorySlug": "loop" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "b11ebbd8-6230-432c-955f-17aecda59d44", "evidence": "The slide presents a survey result in a structured manner, with a clear question, data, and insights.", "pageRefs": null, "priority": "Core", "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 21:03:06.00004+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 35, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Von Restorff Effect", "slug": "von-restorff-effect", "status": "active", "bestFor": null, "canonId": "019dd956-beab-73d8-9f62-30d0332e926e", "version": 1, "bodyDocId": null, "description": "Items that stand out are noticed and remembered - make key points visually distinct", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Designer", "layer": "slide", "agents": [ "Designer" ], "matchId": "019de0ed-b2d0-70d8-b56a-d643299379bb", "evidence": "Top-5 priorities pulled out in callout list.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 60, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 35, "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": "80bdfdee-e03a-4328-8f21-c5462356fa37", "evidence": "The slide uses a stacked bar chart to show automation levels by segment.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.6, "extraction": { "at": "2026-07-16 21:03:06.133176+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 36, "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": "019de0ed-b2f7-7414-a394-c434d36e5743", "evidence": "100% stacked bar across six premium segments by automation level.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 70, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 36, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Data Story Arc", "slug": "data-story-arc", "status": "active", "bestFor": null, "canonId": "019dd956-9c30-728e-b974-d3fb123dcf5a", "version": 1, "bodyDocId": null, "description": "Context → Conflict → Insight → Implication structure for data narratives", "familyLabel": null, "categoryName": "Loop", "categorySlug": "loop" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "c65120f6-d40b-495b-863a-a4b659bbb0af", "evidence": "The slide presents a survey result in a structured manner, with a clear question, data, and insights.", "pageRefs": null, "priority": "Core", "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 21:03:06.101616+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 36, "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": "0de5fc05-9e0f-4154-8b0f-d915cfeda507", "evidence": "The slide uses a stacked bar chart to show automation levels by segment and year.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.6, "extraction": { "at": "2026-07-16 21:03:06.23199+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 37, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Contrast Principle", "slug": "contrast-principle", "status": "active", "bestFor": null, "canonId": "019dd956-bf0f-73ae-b9df-e60508cdaa65", "version": 1, "bodyDocId": null, "description": "Higher visual weight draws attention - use contrast strategically for emphasis", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Designer", "layer": "slide", "agents": [ "Designer" ], "matchId": "019de0ed-b349-7689-b276-13928314052c", "evidence": "Side-by-side year comparison reveals automation regression.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 75, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 37, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Data Story Arc", "slug": "data-story-arc", "status": "active", "bestFor": null, "canonId": "019dd956-9c30-728e-b974-d3fb123dcf5a", "version": 1, "bodyDocId": null, "description": "Context → Conflict → Insight → Implication structure for data narratives", "familyLabel": null, "categoryName": "Loop", "categorySlug": "loop" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "cdfdf1c4-7356-44c2-b93f-7fa5b462e037", "evidence": "The slide presents a survey result in a structured manner, with a clear question, data, and insights.", "pageRefs": null, "priority": "Core", "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 21:03:06.199749+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 37, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Small Multiples", "slug": "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": "019de0ed-b321-73d3-a7e4-82defc6537d1", "evidence": "Six paired 2013 vs 2021 stacked bars across premium segments.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 80, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 37, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "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.", "canonId": "019dd956-ac70-700b-a608-ba58e78f5dcc", "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": [ "Architect" ], "matchId": "019de0ed-b371-76ff-908c-d1ecba6c27eb", "evidence": "Three bolded headline themes summarise Tech section.", "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": 55, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 39, "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": "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": "019de0ed-b398-73dc-967a-126a68b7d10b", "evidence": "Bullets state implications: positive impact yet ineffective on workload.", "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": 60, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 39, "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). The recursion is what guarantees the implication makes it into ink.", "antipattern": "Stopping at the first tighter description (still a fact, not an implication), regressing past the audience's decision space into philosophy, smuggling the so-what into speaker notes, or re-using an implication aimed at a previous audience.", "cardinality": null, "narrativePurpose": "Forces every analytical artefact to close the gap between fact and decision, so the reader holds the recommendation by reading titles alone rather than reconstructing the analyst's mental model from raw evidence." }, { "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": "019de0ed-b412-72e8-9c15-d3fa3fd2c5f9", "evidence": "Red-dashed boxes flag two weak dimensions.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 75, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 40, "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": "fa2ddcd6-5ea9-4725-9e67-42c7f2562a67", "evidence": "The slide uses a diverging stacked bar chart to show impact of technology on underwriting performance areas.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.6, "extraction": { "at": "2026-07-16 21:03:06.357186+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 40, "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": "019de0ed-b3eb-701b-a25f-83a2cfc4ed98", "evidence": "100% stacked bar fits 5-point sentiment scale across 12 dimensions.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 75, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 40, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Data Story Arc", "slug": "data-story-arc", "status": "active", "bestFor": null, "canonId": "019dd956-9c30-728e-b974-d3fb123dcf5a", "version": 1, "bodyDocId": null, "description": "Context → Conflict → Insight → Implication structure for data narratives", "familyLabel": null, "categoryName": "Loop", "categorySlug": "loop" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "041630f5-7aa5-4f9d-b3cd-8626b3fe5843", "evidence": "The slide presents a survey result in a structured manner, with a clear question, data, and insights.", "pageRefs": null, "priority": "Core", "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 21:03:06.325768+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 40, "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": "f5dab493-67f7-414b-b34e-6935a4d59d32", "evidence": "The slide uses a stacked bar chart to show reasons why technology has impacted workload.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.6, "extraction": { "at": "2026-07-16 21:03:06.455057+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 41, "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": "019de0ed-b43a-7089-90c4-ecb3dab1e0db", "evidence": "Donut + ranked horizontal bar combine quantitative split and reasons.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 80, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 41, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Contrast Principle", "slug": "contrast-principle", "status": "active", "bestFor": null, "canonId": "019dd956-bf0f-73ae-b9df-e60508cdaa65", "version": 1, "bodyDocId": null, "description": "Higher visual weight draws attention - use contrast strategically for emphasis", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Designer", "layer": "slide", "agents": [ "Designer" ], "matchId": "019de0ed-b460-7049-91c2-2a0ada5079a9", "evidence": "Donut shows 64% non-decreased workload contradicting positive-impact framing.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 80, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 41, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Data Story Arc", "slug": "data-story-arc", "status": "active", "bestFor": null, "canonId": "019dd956-9c30-728e-b974-d3fb123dcf5a", "version": 1, "bodyDocId": null, "description": "Context → Conflict → Insight → Implication structure for data narratives", "familyLabel": null, "categoryName": "Loop", "categorySlug": "loop" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "e6199117-693a-4e0e-8e22-0f8fd041afee", "evidence": "The slide presents a survey result in a structured manner, with a clear question, data, and insights.", "pageRefs": null, "priority": "Core", "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 21:03:06.421765+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 41, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "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": "019de0ed-b4b1-76a0-8dc6-c89818a23668", "evidence": "Yellow-dashed outlines on Personal Lines and <$10K bars.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 75, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 42, "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": "0f3b2158-1a5c-4142-8d4e-4ce6f5e9642a", "evidence": "The slide uses a stacked bar chart to show workload impact by line of business and size of account.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.6, "extraction": { "at": "2026-07-16 21:03:06.561213+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 42, "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": "019de0ed-b489-700d-8658-1b84479adcd5", "evidence": "Two stacked bars compare workload by LOB and account size.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 70, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 42, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Data Story Arc", "slug": "data-story-arc", "status": "active", "bestFor": null, "canonId": "019dd956-9c30-728e-b974-d3fb123dcf5a", "version": 1, "bodyDocId": null, "description": "Context → Conflict → Insight → Implication structure for data narratives", "familyLabel": null, "categoryName": "Loop", "categorySlug": "loop" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "fd4b4c54-7e90-4908-8997-3edc748457e4", "evidence": "The slide presents a survey result in a structured manner, with a clear question, data, and insights.", "pageRefs": null, "priority": "Core", "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 21:03:06.529711+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 42, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "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": "019de0ed-b501-72c2-a335-c34fd0533468", "evidence": "Side arrows annotate '-28pp' and '+5pp' deltas explicitly.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 80, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 43, "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": "019de0ed-b4d9-779d-bcf4-2f8fa1f41972", "evidence": "Stacked bars compare 2008 vs 2013 vs 2021 workload responses.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 70, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 43, "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": "ba8cf864-2da5-4ee2-a234-6365909e2a32", "evidence": "The slide uses a stacked bar chart to show workload impact over time.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.6, "extraction": { "at": "2026-07-16 21:03:06.688007+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 43, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Data Story Arc", "slug": "data-story-arc", "status": "active", "bestFor": null, "canonId": "019dd956-9c30-728e-b974-d3fb123dcf5a", "version": 1, "bodyDocId": null, "description": "Context → Conflict → Insight → Implication structure for data narratives", "familyLabel": null, "categoryName": "Loop", "categorySlug": "loop" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "8f3a9cb3-e5e0-4a09-97c4-3bc8db1695e7", "evidence": "The slide presents a survey result in a structured manner, with a clear question, data, and insights.", "pageRefs": null, "priority": "Core", "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 21:03:06.645038+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 43, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "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": "019de0ed-b551-7588-8964-ba113c41c41d", "evidence": "Four-bullet remarks block synthesizes the chart's narrative.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 65, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 44, "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": "019de0ed-b529-765f-b31b-e7954f5461db", "evidence": "Grouped bars across 3 time periods for 5 reasons.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 70, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 44, "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": "1e45ada9-6b76-4d1d-b13e-b01c1a8a2a22", "evidence": "The slide uses a grouped bar chart to show survey responses across five categories of technology impact.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.6, "extraction": { "at": "2026-07-16 21:03:06.854658+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 44, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Data Story Arc", "slug": "data-story-arc", "status": "active", "bestFor": null, "canonId": "019dd956-9c30-728e-b974-d3fb123dcf5a", "version": 1, "bodyDocId": null, "description": "Context → Conflict → Insight → Implication structure for data narratives", "familyLabel": null, "categoryName": "Loop", "categorySlug": "loop" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "c8f350ab-da16-40c8-aac0-d834f073716b", "evidence": "The slide presents a survey result in a structured manner, with a clear question, data, and insights.", "pageRefs": null, "priority": "Core", "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 21:03:06.814072+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 44, "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": "019de0ed-b578-761d-ba35-4e90f09fe796", "evidence": "100% stacked bar ranks 20 technologies by implementation status.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 70, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 45, "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": "019de0ed-b5a1-75fa-ab0c-e6feb9e260c3", "evidence": "Five-band color legend encodes maturity progression.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 65, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 45, "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": "019de0ed-b5c7-7452-8796-0a3f2b9ad378", "evidence": "100% stacked bar shows 8 AI use cases by adoption stage.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 70, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 46, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Data Story Arc", "slug": "data-story-arc", "status": "active", "bestFor": null, "canonId": "019dd956-9c30-728e-b974-d3fb123dcf5a", "version": 1, "bodyDocId": null, "description": "Context → Conflict → Insight → Implication structure for data narratives", "familyLabel": null, "categoryName": "Loop", "categorySlug": "loop" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "7ff48170-af99-4158-aba8-c2859ddcd027", "evidence": "The slide presents a survey on the use of artificial intelligence in underwriting, showing a clear story arc of current and planned implementation across various underwriting activities.", "pageRefs": null, "priority": "Core", "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 21:03:06.059939+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 46, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "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.", "canonId": "019dd956-ac70-700b-a608-ba58e78f5dcc", "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": [ "Architect" ], "matchId": "019de0ed-b5ee-735c-99ae-126ac761f6c9", "evidence": "Three bolded headline claims function as the section's action titles.", "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": 60, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 48, "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": "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": "019de0ed-b616-712f-8a4e-bd736114bb0f", "evidence": "Each bolded claim is a so-what synthesis of survey data.", "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": 60, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 48, "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). The recursion is what guarantees the implication makes it into ink.", "antipattern": "Stopping at the first tighter description (still a fact, not an implication), regressing past the audience's decision space into philosophy, smuggling the so-what into speaker notes, or re-using an implication aimed at a previous audience.", "cardinality": null, "narrativePurpose": "Forces every analytical artefact to close the gap between fact and decision, so the reader holds the recommendation by reading titles alone rather than reconstructing the analyst's mental model from raw evidence." }, { "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": "019de0ed-b691-7712-b985-07f59edfadba", "evidence": "Red-dashed highlight flags offshoring's outlier negative sentiment.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 80, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 49, "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": "019de0ed-b669-739e-b0cf-3a231b3e227c", "evidence": "100% stacked bar fits 5-point sentiment scale across 10 elements.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 75, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 49, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Data-Ink Ratio", "slug": "data-ink-ratio", "status": "active", "bestFor": null, "canonId": "019dd956-afc8-70da-b378-92834d36fde6", "version": 1, "bodyDocId": null, "description": "Maximize data, minimize non-data ink - remove chartjunk and decoration", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Designer", "layer": "slide", "agents": [ "Designer" ], "matchId": "7ae4627b-42f1-4f6b-9abe-645c2b1e99ff", "evidence": "The slide uses a data table to present survey results on elements impacting underwriters, with a focus on clear and concise data presentation.", "pageRefs": null, "priority": "Core", "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 21:03:06.211064+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 49, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "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": "019de0ed-b6df-700c-b50a-3eecbc9cfa07", "evidence": "Yellow-dashed outlines on Personal Lines and $10-49K bars.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 70, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 50, "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": "019de0ed-b6b8-74c4-b9b4-7f1c9590f9c2", "evidence": "Two grouped stacked bar charts (by LOB and account size).", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 70, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 50, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Comparison frame", "slug": "comparison-frame", "status": "active", "bestFor": null, "canonId": "019dd9e1-484b-7399-a4fc-d14644b99f93", "version": 1, "bodyDocId": null, "description": "Two or more states/subjects placed side by side to expose a gap.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "5901ff22-8a3a-4367-9e5a-1b386149c051", "evidence": "The slide compares perceived positive impacts of new process/organization models between personal lines and commercial lines underwriters.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 21:03:06.285034+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 50, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "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": "019de0ed-b733-739d-8077-7906666f1524", "evidence": "Yellow-dashed boxes mark Commercial Lines and $10-50K negatives.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 70, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 51, "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": "019de0ed-b70c-746e-9082-ea54f52e6bfa", "evidence": "Two 100% stacked bars compare offshoring and pricing-authority impact.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 70, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 51, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "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": "019de0ed-b782-726b-aff0-3ee1b59350c6", "evidence": "Red dashed overlay isolates bottom-five problematic dimensions.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 80, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 52, "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": "019de0ed-b75a-705e-a8cb-98f01a16bd90", "evidence": "100% stacked bar rates 9 talent dimensions on 5-point scale.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 75, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 52, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "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": "019de0ed-b7d2-733e-aee3-f101ffe8d7ae", "evidence": "Yellow-dashed boxes flag peaks across multiple dimensions.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 70, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 53, "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": "019de0ed-b7aa-7713-8732-1c7689e154ac", "evidence": "Nine grouped clusters by LOB across talent dimensions.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 70, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 53, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Small Multiples", "slug": "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": "2012871d-3caa-4b2c-a147-55123aea7fc2", "evidence": "The slide uses small multiples to compare deficient ratings across different business lines for various talent management categories.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 21:03:06.43381+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 53, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Before-After-Bridge", "slug": "before-after-bridge", "status": "active", "bestFor": null, "canonId": "019dd956-8604-7188-883f-42370288ad05", "version": 1, "bodyDocId": null, "description": "Narrative structure: Paint the before, show the after, explain the bridge", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "e9dbd032-0e6d-4757-86bb-78c2e98cade6", "evidence": "The slide compares survey results from 2013 and 2021, showing changes in talent management performance ratings over time.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.6, "extraction": { "at": "2026-07-16 21:03:06.518361+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 54, "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": "019de0ed-b7fa-7599-bf80-89a87cf219d5", "evidence": "Grouped horizontal bar compares 2013 vs 2021 superior ratings.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 75, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 54, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Contrast Principle", "slug": "contrast-principle", "status": "active", "bestFor": null, "canonId": "019dd956-bf0f-73ae-b9df-e60508cdaa65", "version": 1, "bodyDocId": null, "description": "Higher visual weight draws attention - use contrast strategically for emphasis", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Designer", "layer": "slide", "agents": [ "Designer" ], "matchId": "019de0ed-b823-739e-ba2e-a2c9c598d30a", "evidence": "Direct year-over-year comparison shows uniform decline.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 80, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 54, "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": "019de0ed-b874-70a9-a3e7-d13e02bd5423", "evidence": "Purple = positive, grey = negative encodes sentiment.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 75, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 56, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Contrast Principle", "slug": "contrast-principle", "status": "active", "bestFor": null, "canonId": "019dd956-bf0f-73ae-b9df-e60508cdaa65", "version": 1, "bodyDocId": null, "description": "Higher visual weight draws attention - use contrast strategically for emphasis", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Designer", "layer": "slide", "agents": [ "Designer" ], "matchId": "019de0ed-b84a-741c-bc9c-9fe2e6531c80", "evidence": "Purple panel (excited) vs grey panel (concerned) creates visual antithesis.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 85, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 56, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "bed4b597-255f-482d-9026-eaa7488d7455", "evidence": "The slide presents key topics raised in open-end questions using clear and concise bullet points.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.8, "extraction": { "at": "2026-07-16 21:03:06.657177+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 56, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Picture Superiority Effect", "slug": "picture-superiority-effect", "status": "active", "bestFor": null, "canonId": "019dd956-c201-7014-bb58-3e85e3e11dfd", "version": 1, "bodyDocId": null, "description": "Pictures remembered 6x better than words - prioritize visuals over text", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Designer", "layer": "slide", "agents": [ "Designer" ], "matchId": "019de0ed-b89d-747d-b2ad-41913a6f63b1", "evidence": "Custom line icons pair with each item for memorability.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 65, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 56, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Concrete Language", "slug": "concrete-language", "status": "active", "bestFor": null, "canonId": "019dd956-bcd4-7398-9723-6aa72346170b", "version": 1, "bodyDocId": null, "description": "Using specific sensory details instead of abstract terms", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "019de0ed-b915-761c-8683-ac22f7a2c113", "evidence": "Verbatim underwriter quotes carry raw, specific voice.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 80, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 57, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "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": "019de0ed-b93d-70d9-a6a7-1d059bc49079", "evidence": "Quotes evoke hopes about industry transformation.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 65, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 57, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Grid System", "slug": "grid-system", "status": "active", "bestFor": null, "canonId": "019dd956-b745-710f-8b70-825c603b1163", "version": 1, "bodyDocId": null, "description": "Aligning elements to invisible grid for visual harmony", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Designer", "layer": "slide", "agents": [ "Designer" ], "matchId": "019de0ed-b8ec-7677-9ced-d12741c055d0", "evidence": "Four equal purple quadrants align verbatim quotes.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 75, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 57, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Concrete Language", "slug": "concrete-language", "status": "active", "bestFor": null, "canonId": "019dd956-bcd4-7398-9723-6aa72346170b", "version": 1, "bodyDocId": null, "description": "Using specific sensory details instead of abstract terms", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "019de0ed-b98f-718d-8dfd-5f52489ea532", "evidence": "Verbatim concern quotes use specific worker language.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 80, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 58, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "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": "019de0ed-b9b6-719a-9087-fa85b5c7e54a", "evidence": "Quotes about job replacement and workload tap into fears.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 70, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 58, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Grid System", "slug": "grid-system", "status": "active", "bestFor": null, "canonId": "019dd956-b745-710f-8b70-825c603b1163", "version": 1, "bodyDocId": null, "description": "Aligning elements to invisible grid for visual harmony", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Designer", "layer": "slide", "agents": [ "Designer" ], "matchId": "019de0ed-b967-763b-89e2-6da1ce1d5aa9", "evidence": "Four-quadrant icon-headed layout for verbatim concerns.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 75, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 58, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [ { "matchId": "f02f1677-6407-46c5-9b97-bd3e48c7dbd2", "evidence": "The slide organizes content into four distinct quadrants representing different themes.", "framework": null, "confidence": 0.8, "extraction": { "at": "2026-05-02 19:49:37.277+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 57, "frameworkName": "matrix-2x2" } ], "patterns": [] }, "storymakers": { "model": "claude-cli", "backend": "claude", "rawJson": { "arc": { "id": 12, "slug": "onion", "beats": [ { "name": "Surface Observation", "end_page": 5, "evidence": "Cover, TOC and 5-bullet key highlights sit at the surface.", "position": 1, "start_page": 1 }, { "name": "First Layer", "end_page": 22, "evidence": "Methodology + Role of Underwriter section exposes 40% time waste.", "position": 2, "start_page": 6 }, { "name": "Deeper Layer", "end_page": 37, "evidence": "Quality and Efficiency sections show declines vs 2008/2013.", "position": 3, "start_page": 23 }, { "name": "Core Insight", "end_page": 54, "evidence": "Tech paradox and talent worsening reveal underlying root cause.", "position": 4, "start_page": 38 }, { "name": "Implications", "end_page": 58, "evidence": "Open-end qualitative concerns spell out implications.", "position": 5, "start_page": 55 } ], "evidence": "Deck peels successive layers: surface highlights (p.3-5) -> role/time symptoms (p.13-22) -> declining quality/efficiency (p.24-37) -> tech paradox & talent crisis as core (p.39-54) -> qualitative implications (p.56-58).", "confidence": 60 }, "loops": [ { "id": 40, "slug": "40-mece-breakdown", "end_page": 5, "evidence": "p.3-5 each present same 5-theme structure (Efficiency, Quality, Investments, Technology, Talent).", "position": 1, "objective": "Frame survey findings into 5 MECE themes", "confidence": 80, "start_page": 3 }, { "id": 34, "slug": "34-segmentation-split", "end_page": 11, "evidence": "Five slides decomposing 434 respondents by LOB, account size, age, tenure.", "position": 2, "objective": "Profile sample by line of business and account size", "confidence": 78, "start_page": 7 }, { "id": 10, "slug": "10-iceberg", "end_page": 22, "evidence": "p.14 visible time-waste -> p.16-18 ineffective systems cited 71% -> p.19-22 investment drivers.", "position": 3, "objective": "Show 40% non-core time symptom is driven by hidden systems/process root cause", "confidence": 65, "start_page": 13 }, { "id": 39, "slug": "39-benchmark-gap", "end_page": 29, "evidence": "p.27 explicit 2008/2013/2021 comparison; p.28 priority areas.", "position": 4, "objective": "Show quality has declined and identify priority gaps", "confidence": 75, "start_page": 24 }, { "id": 36, "slug": "36-maturity-curve", "end_page": 37, "evidence": "p.32 current solution ratings; p.35 planned investments; p.37 2013 vs 2021 automation.", "position": 5, "objective": "Diagnose current efficiency maturity and required investment roadmap", "confidence": 60, "start_page": 31 }, { "id": 20, "slug": "20-paradox-resolver", "end_page": 46, "evidence": "p.40 60% positive impact vs p.41 callout '64% say workload increased or had no change'.", "position": 6, "objective": "Resolve apparent contradiction: tech improves performance yet does not reduce workload", "confidence": 80, "start_page": 39 }, { "id": 39, "slug": "39-benchmark-gap", "end_page": 54, "evidence": "p.54 callout 'all aspects related to talent management have worsened compared to 2013'.", "position": 7, "objective": "Show talent management has worsened across all dimensions vs 2013", "confidence": 80, "start_page": 48 }, { "id": 51, "slug": "51-voice-of-customer", "end_page": 58, "evidence": "p.57-58 organize verbatim quotes into 4 thematic quadrants of excitement/concern.", "position": 8, "objective": "Synthesize verbatim underwriter quotes into themes", "confidence": 85, "start_page": 56 } ], "slide_tools": [ { "tools": [ { "id": 165, "slug": "picture-superiority-effect", "layer": "Slide", "evidence": "Full-bleed lantern-on-dunes image carries cover identity.", "confidence": 70 }, { "id": 149, "slug": "typography-hierarchy", "layer": "Slide", "evidence": "Large title over date and logos sets reading order.", "confidence": 65 }, { "id": 3, "slug": "pyramid-principle", "layer": "Block", "evidence": "Deck opens with answer-first highlights, then methodology, then evidence.", "confidence": 55 } ], "page_number": 1 }, { "tools": [ { "id": 116, "slug": "chunking", "layer": "Loop", "evidence": "Eight numbered sections grouped as digestible chunks.", "confidence": 60 }, { "id": 2, "slug": "mece-principle", "layer": "Block", "evidence": "TOC partitions report into non-overlapping sections covering full survey.", "confidence": 70 } ], "page_number": 2 }, { "tools": [ { "id": 118, "slug": "action-titles", "layer": "Slide", "evidence": "Bolded bullet phrases ('40% on non-core', 'ageing systems') act as mini action statements.", "confidence": 55 }, { "id": 159, "slug": "contrast-principle", "layer": "Slide", "evidence": "Selective bolding/highlighting of key terms on full purple panel.", "confidence": 70 }, { "id": 116, "slug": "chunking", "layer": "Loop", "evidence": "Five-bullet structure repeats across p.3-5 for memorable chunks.", "confidence": 75 } ], "page_number": 3 }, { "tools": [ { "id": 118, "slug": "action-titles", "layer": "Slide", "evidence": "Five purple sub-headings carry mini-thesis per theme.", "confidence": 55 }, { "id": 158, "slug": "von-restorff-effect", "layer": "Slide", "evidence": "Big '76' callout in corner stands out against text.", "confidence": 65 } ], "page_number": 4 }, { "tools": [ { "id": 118, "slug": "action-titles", "layer": "Slide", "evidence": "Five purple sub-headings carry mini-thesis per theme.", "confidence": 55 }, { "id": 158, "slug": "von-restorff-effect", "layer": "Slide", "evidence": "Large '295' big-number anchors top-right.", "confidence": 65 } ], "page_number": 5 }, { "tools": [ { "id": 133, "slug": "small-multiples", "layer": "Slide", "evidence": "Six-panel demographic dashboard with consistent palette.", "confidence": 80 }, { "id": 129, "slug": "chart-selection-guide", "layer": "Slide", "evidence": "Donut for categorical, stacked bars for ordinal premium/age bands.", "confidence": 70 }, { "id": 130, "slug": "color-strategy", "layer": "Slide", "evidence": "Purple gradient palette unifies six sub-charts.", "confidence": 60 }, { "id": 76, "slug": "horizontal-logic", "layer": "Loop", "evidence": "Demographic facets share same level of abstraction across slides.", "confidence": 55 } ], "page_number": 7 }, { "tools": [ { "id": 133, "slug": "small-multiples", "layer": "Slide", "evidence": "Two parallel 100% stacked bars across LOBs.", "confidence": 75 }, { "id": 138, "slug": "annotation", "layer": "Slide", "evidence": "Specialty/Reinsurance sample sizes flagged in red.", "confidence": 60 } ], "page_number": 8 }, { "tools": [ { "id": 133, "slug": "small-multiples", "layer": "Slide", "evidence": "Parallel stacked bars on premium-size and net-premium-written.", "confidence": 75 }, { "id": 138, "slug": "annotation", "layer": "Slide", "evidence": "Sample-size footnote highlights small-base caveats in red.", "confidence": 60 } ], "page_number": 9 }, { "tools": [ { "id": 133, "slug": "small-multiples", "layer": "Slide", "evidence": "Donut + four stacked bars qualify Personal Lines sample.", "confidence": 75 }, { "id": 158, "slug": "von-restorff-effect", "layer": "Slide", "evidence": "Big '76' callout anchors the slide.", "confidence": 70 } ], "page_number": 10 }, { "tools": [ { "id": 133, "slug": "small-multiples", "layer": "Slide", "evidence": "Donut + four stacked bars qualify Commercial Lines sample.", "confidence": 75 }, { "id": 158, "slug": "von-restorff-effect", "layer": "Slide", "evidence": "Big '295' callout anchors the slide.", "confidence": 70 } ], "page_number": 11 }, { "tools": [ { "id": 118, "slug": "action-titles", "layer": "Slide", "evidence": "Bolded bullet headlines act as mini action titles per the brief.", "confidence": 60 }, { "id": 119, "slug": "so-what-test", "layer": "Slide", "evidence": "Each bullet states a so-what claim with supporting metric.", "confidence": 60 }, { "id": 80, "slug": "data-story-arc", "layer": "Loop", "evidence": "Section moves Context (time data) -> Conflict (challenges) -> Insight (drivers) -> Implication (3-yr factors).", "confidence": 55 } ], "page_number": 13 }, { "tools": [ { "id": 129, "slug": "chart-selection-guide", "layer": "Slide", "evidence": "Donut for share split + bar chart for ranked activity decomposition.", "confidence": 80 }, { "id": 130, "slug": "color-strategy", "layer": "Slide", "evidence": "Bar colors map directly to donut segments (purple variants + gray).", "confidence": 75 }, { "id": 158, "slug": "von-restorff-effect", "layer": "Slide", "evidence": "Gray non-core slice contrasts purple to flag waste.", "confidence": 70 } ], "page_number": 14 }, { "tools": [ { "id": 133, "slug": "small-multiples", "layer": "Slide", "evidence": "Two side-by-side stacked bars (by LOB and account size).", "confidence": 70 }, { "id": 138, "slug": "annotation", "layer": "Slide", "evidence": "Numbered remarks callout interprets two specific patterns.", "confidence": 65 } ], "page_number": 15 }, { "tools": [ { "id": 129, "slug": "chart-selection-guide", "layer": "Slide", "evidence": "Horizontal bar chart appropriate for ranked challenges.", "confidence": 80 }, { "id": 158, "slug": "von-restorff-effect", "layer": "Slide", "evidence": "Top-5 challenges isolated in purple side panel.", "confidence": 70 } ], "page_number": 16 }, { "tools": [ { "id": 129, "slug": "chart-selection-guide", "layer": "Slide", "evidence": "Grouped bar chart compares 5 LOBs across 5 challenges.", "confidence": 75 }, { "id": 138, "slug": "annotation", "layer": "Slide", "evidence": "Yellow dashed boxes highlight Specialty 76% and Personal 43%.", "confidence": 75 } ], "page_number": 17 }, { "tools": [ { "id": 129, "slug": "chart-selection-guide", "layer": "Slide", "evidence": "Grouped bar chart segments challenges by account-size bands.", "confidence": 75 }, { "id": 138, "slug": "annotation", "layer": "Slide", "evidence": "Yellow-dashed highlights on <$10K bars reinforce remarks.", "confidence": 75 } ], "page_number": 18 }, { "tools": [ { "id": 129, "slug": "chart-selection-guide", "layer": "Slide", "evidence": "100% stacked bar fits Likert-style importance ratings.", "confidence": 75 }, { "id": 138, "slug": "annotation", "layer": "Slide", "evidence": "Top two drivers circled in purple to flag emphasis.", "confidence": 70 } ], "page_number": 19 }, { "tools": [ { "id": 133, "slug": "small-multiples", "layer": "Slide", "evidence": "Four grouped bar charts compare 5 LOBs across factors.", "confidence": 70 } ], "page_number": 20 }, { "tools": [ { "id": 129, "slug": "chart-selection-guide", "layer": "Slide", "evidence": "Stacked bar ranks 10 future-impact factors.", "confidence": 75 }, { "id": 158, "slug": "von-restorff-effect", "layer": "Slide", "evidence": "Top-5 listed in callout to single out highest-impact factors.", "confidence": 60 } ], "page_number": 21 }, { "tools": [ { "id": 133, "slug": "small-multiples", "layer": "Slide", "evidence": "Five grouped charts compare LOBs side-by-side.", "confidence": 70 } ], "page_number": 22 }, { "tools": [ { "id": 118, "slug": "action-titles", "layer": "Slide", "evidence": "Bullet headlines such as 'quality has decreased considerably' carry the so-what.", "confidence": 55 }, { "id": 119, "slug": "so-what-test", "layer": "Slide", "evidence": "Summary callout box restates implications of section data.", "confidence": 60 }, { "id": 78, "slug": "contrast-pairs", "layer": "Loop", "evidence": "Section is built around 2013 vs 2021 quality contrast.", "confidence": 65 } ], "page_number": 24 }, { "tools": [ { "id": 129, "slug": "chart-selection-guide", "layer": "Slide", "evidence": "100% stacked bar fits 5-point quality scale.", "confidence": 75 }, { "id": 158, "slug": "von-restorff-effect", "layer": "Slide", "evidence": "Top-3 superior areas highlighted in callout list.", "confidence": 65 } ], "page_number": 25 }, { "tools": [ { "id": 138, "slug": "annotation", "layer": "Slide", "evidence": "Yellow-dashed highlights on 42% / 51% / 41% bars reinforce remarks.", "confidence": 75 }, { "id": 133, "slug": "small-multiples", "layer": "Slide", "evidence": "Grouped bars across seven dimensions repeat by LOB.", "confidence": 65 } ], "page_number": 26 }, { "tools": [ { "id": 129, "slug": "chart-selection-guide", "layer": "Slide", "evidence": "Grouped horizontal bar fits time-series across 3 years.", "confidence": 75 }, { "id": 159, "slug": "contrast-principle", "layer": "Slide", "evidence": "Direct 2008 vs 2013 vs 2021 comparison flags decline visually.", "confidence": 75 } ], "page_number": 27 }, { "tools": [ { "id": 129, "slug": "chart-selection-guide", "layer": "Slide", "evidence": "100% stacked bar ranks 10 improvement areas.", "confidence": 70 }, { "id": 158, "slug": "von-restorff-effect", "layer": "Slide", "evidence": "Top 3 rows circled in purple to flag highest priorities.", "confidence": 70 } ], "page_number": 28 }, { "tools": [ { "id": 133, "slug": "small-multiples", "layer": "Slide", "evidence": "Two grouped bar charts share legend across account sizes.", "confidence": 65 }, { "id": 138, "slug": "annotation", "layer": "Slide", "evidence": "Remarks callout interprets small vs large account differences.", "confidence": 60 } ], "page_number": 29 }, { "tools": [ { "id": 118, "slug": "action-titles", "layer": "Slide", "evidence": "Three themed bullet headlines act as mini action statements.", "confidence": 55 }, { "id": 119, "slug": "so-what-test", "layer": "Slide", "evidence": "Bullets condense data into so-what implications for tech/automation.", "confidence": 60 }, { "id": 78, "slug": "contrast-pairs", "layer": "Loop", "evidence": "Loop pivots on 2013-vs-2021 automation regression.", "confidence": 55 } ], "page_number": 31 }, { "tools": [ { "id": 129, "slug": "chart-selection-guide", "layer": "Slide", "evidence": "100% stacked bar fits 5-point usage rating across 10 solutions.", "confidence": 75 }, { "id": 138, "slug": "annotation", "layer": "Slide", "evidence": "Red circles/arrows mark AI/NLP and automation as deficient.", "confidence": 80 } ], "page_number": 32 }, { "tools": [ { "id": 129, "slug": "chart-selection-guide", "layer": "Slide", "evidence": "Two stacked bars by LOB and account size.", "confidence": 70 }, { "id": 138, "slug": "annotation", "layer": "Slide", "evidence": "Yellow-dashed highlights on Personal Lines and mid bands.", "confidence": 70 } ], "page_number": 33 }, { "tools": [ { "id": 129, "slug": "chart-selection-guide", "layer": "Slide", "evidence": "Two stacked bars (LOB / account size) on AI-NLP usage.", "confidence": 70 }, { "id": 138, "slug": "annotation", "layer": "Slide", "evidence": "Yellow-dashed highlights direct attention to mid-account deficiencies.", "confidence": 70 } ], "page_number": 34 }, { "tools": [ { "id": 129, "slug": "chart-selection-guide", "layer": "Slide", "evidence": "100% stacked bar ranks 10 investment areas by status.", "confidence": 70 }, { "id": 158, "slug": "von-restorff-effect", "layer": "Slide", "evidence": "Top-5 priorities pulled out in callout list.", "confidence": 60 } ], "page_number": 35 }, { "tools": [ { "id": 129, "slug": "chart-selection-guide", "layer": "Slide", "evidence": "100% stacked bar across six premium segments by automation level.", "confidence": 70 } ], "page_number": 36 }, { "tools": [ { "id": 133, "slug": "small-multiples", "layer": "Slide", "evidence": "Six paired 2013 vs 2021 stacked bars across premium segments.", "confidence": 80 }, { "id": 159, "slug": "contrast-principle", "layer": "Slide", "evidence": "Side-by-side year comparison reveals automation regression.", "confidence": 75 } ], "page_number": 37 }, { "tools": [ { "id": 118, "slug": "action-titles", "layer": "Slide", "evidence": "Three bolded headline themes summarise Tech section.", "confidence": 55 }, { "id": 119, "slug": "so-what-test", "layer": "Slide", "evidence": "Bullets state implications: positive impact yet ineffective on workload.", "confidence": 60 }, { "id": 94, "slug": "antithesis", "layer": "Loop", "evidence": "Section juxtaposes tech improving performance vs failing on workload.", "confidence": 75 } ], "page_number": 39 }, { "tools": [ { "id": 129, "slug": "chart-selection-guide", "layer": "Slide", "evidence": "100% stacked bar fits 5-point sentiment scale across 12 dimensions.", "confidence": 75 }, { "id": 138, "slug": "annotation", "layer": "Slide", "evidence": "Red-dashed boxes flag two weak dimensions.", "confidence": 75 } ], "page_number": 40 }, { "tools": [ { "id": 129, "slug": "chart-selection-guide", "layer": "Slide", "evidence": "Donut + ranked horizontal bar combine quantitative split and reasons.", "confidence": 80 }, { "id": 159, "slug": "contrast-principle", "layer": "Slide", "evidence": "Donut shows 64% non-decreased workload contradicting positive-impact framing.", "confidence": 80 } ], "page_number": 41 }, { "tools": [ { "id": 129, "slug": "chart-selection-guide", "layer": "Slide", "evidence": "Two stacked bars compare workload by LOB and account size.", "confidence": 70 }, { "id": 138, "slug": "annotation", "layer": "Slide", "evidence": "Yellow-dashed outlines on Personal Lines and <$10K bars.", "confidence": 75 } ], "page_number": 42 }, { "tools": [ { "id": 129, "slug": "chart-selection-guide", "layer": "Slide", "evidence": "Stacked bars compare 2008 vs 2013 vs 2021 workload responses.", "confidence": 70 }, { "id": 138, "slug": "annotation", "layer": "Slide", "evidence": "Side arrows annotate '-28pp' and '+5pp' deltas explicitly.", "confidence": 80 } ], "page_number": 43 }, { "tools": [ { "id": 129, "slug": "chart-selection-guide", "layer": "Slide", "evidence": "Grouped bars across 3 time periods for 5 reasons.", "confidence": 70 }, { "id": 138, "slug": "annotation", "layer": "Slide", "evidence": "Four-bullet remarks block synthesizes the chart's narrative.", "confidence": 65 } ], "page_number": 44 }, { "tools": [ { "id": 129, "slug": "chart-selection-guide", "layer": "Slide", "evidence": "100% stacked bar ranks 20 technologies by implementation status.", "confidence": 70 }, { "id": 130, "slug": "color-strategy", "layer": "Slide", "evidence": "Five-band color legend encodes maturity progression.", "confidence": 65 } ], "page_number": 45 }, { "tools": [ { "id": 129, "slug": "chart-selection-guide", "layer": "Slide", "evidence": "100% stacked bar shows 8 AI use cases by adoption stage.", "confidence": 70 } ], "page_number": 46 }, { "tools": [ { "id": 118, "slug": "action-titles", "layer": "Slide", "evidence": "Three bolded headline claims function as the section's action titles.", "confidence": 60 }, { "id": 119, "slug": "so-what-test", "layer": "Slide", "evidence": "Each bolded claim is a so-what synthesis of survey data.", "confidence": 60 }, { "id": 78, "slug": "contrast-pairs", "layer": "Loop", "evidence": "Loop is built on 2013 vs 2021 talent contrast.", "confidence": 70 } ], "page_number": 48 }, { "tools": [ { "id": 129, "slug": "chart-selection-guide", "layer": "Slide", "evidence": "100% stacked bar fits 5-point sentiment scale across 10 elements.", "confidence": 75 }, { "id": 138, "slug": "annotation", "layer": "Slide", "evidence": "Red-dashed highlight flags offshoring's outlier negative sentiment.", "confidence": 80 } ], "page_number": 49 }, { "tools": [ { "id": 129, "slug": "chart-selection-guide", "layer": "Slide", "evidence": "Two grouped stacked bar charts (by LOB and account size).", "confidence": 70 }, { "id": 138, "slug": "annotation", "layer": "Slide", "evidence": "Yellow-dashed outlines on Personal Lines and $10-49K bars.", "confidence": 70 } ], "page_number": 50 }, { "tools": [ { "id": 129, "slug": "chart-selection-guide", "layer": "Slide", "evidence": "Two 100% stacked bars compare offshoring and pricing-authority impact.", "confidence": 70 }, { "id": 138, "slug": "annotation", "layer": "Slide", "evidence": "Yellow-dashed boxes mark Commercial Lines and $10-50K negatives.", "confidence": 70 } ], "page_number": 51 }, { "tools": [ { "id": 129, "slug": "chart-selection-guide", "layer": "Slide", "evidence": "100% stacked bar rates 9 talent dimensions on 5-point scale.", "confidence": 75 }, { "id": 138, "slug": "annotation", "layer": "Slide", "evidence": "Red dashed overlay isolates bottom-five problematic dimensions.", "confidence": 80 } ], "page_number": 52 }, { "tools": [ { "id": 129, "slug": "chart-selection-guide", "layer": "Slide", "evidence": "Nine grouped clusters by LOB across talent dimensions.", "confidence": 70 }, { "id": 138, "slug": "annotation", "layer": "Slide", "evidence": "Yellow-dashed boxes flag peaks across multiple dimensions.", "confidence": 70 } ], "page_number": 53 }, { "tools": [ { "id": 129, "slug": "chart-selection-guide", "layer": "Slide", "evidence": "Grouped horizontal bar compares 2013 vs 2021 superior ratings.", "confidence": 75 }, { "id": 159, "slug": "contrast-principle", "layer": "Slide", "evidence": "Direct year-over-year comparison shows uniform decline.", "confidence": 80 } ], "page_number": 54 }, { "tools": [ { "id": 159, "slug": "contrast-principle", "layer": "Slide", "evidence": "Purple panel (excited) vs grey panel (concerned) creates visual antithesis.", "confidence": 85 }, { "id": 130, "slug": "color-strategy", "layer": "Slide", "evidence": "Purple = positive, grey = negative encodes sentiment.", "confidence": 75 }, { "id": 165, "slug": "picture-superiority-effect", "layer": "Slide", "evidence": "Custom line icons pair with each item for memorability.", "confidence": 65 }, { "id": 87, "slug": "parallel-structure", "layer": "Loop", "evidence": "Excited vs concerned items presented in mirrored parallel layout.", "confidence": 70 } ], "page_number": 56 }, { "tools": [ { "id": 142, "slug": "grid-system", "layer": "Slide", "evidence": "Four equal purple quadrants align verbatim quotes.", "confidence": 75 }, { "id": 154, "slug": "concrete-language", "layer": "Slide", "evidence": "Verbatim underwriter quotes carry raw, specific voice.", "confidence": 80 }, { "id": 156, "slug": "emotional-appeal", "layer": "Slide", "evidence": "Quotes evoke hopes about industry transformation.", "confidence": 65 } ], "page_number": 57 }, { "tools": [ { "id": 142, "slug": "grid-system", "layer": "Slide", "evidence": "Four-quadrant icon-headed layout for verbatim concerns.", "confidence": 75 }, { "id": 154, "slug": "concrete-language", "layer": "Slide", "evidence": "Verbatim concern quotes use specific worker language.", "confidence": 80 }, { "id": 156, "slug": "emotional-appeal", "layer": "Slide", "evidence": "Quotes about job replacement and workload tap into fears.", "confidence": 70 } ], "page_number": 58 } ], "slides_seen": 58, "deck_summary": "A methodical Accenture/Institutes survey report that scores moderately on Storymakers alignment: clear MECE chapter structure and consistent contrast/benchmark loops, but topic titles instead of action titles and almost no recommendations beat - closer to a research artifact than a persuasive consulting narrative.", "secondary_arcs": [ { "id": 11, "slug": "triple-take", "beats": [ { "name": "The Facts (What)", "end_page": 22, "evidence": "Methodology + activity/time data.", "position": 1, "start_page": 6 }, { "name": "The Implications (So What)", "end_page": 54, "evidence": "Section summaries diagnose quality/efficiency/tech/talent issues.", "position": 2, "start_page": 23 }, { "name": "The Action (Now What)", "end_page": 58, "evidence": "Open-end excitements and concerns hint at next moves but no recommendations.", "position": 3, "start_page": 55 } ], "evidence": "Whole deck reads as Facts (data) -> So-what (section summaries) but Now-what is weak/qualitative only.", "confidence": 50 } ], "images_inspected": 4, "slide_frameworks": [] }, "matchedAt": "2026-05-01 00:26:03.874+00", "slidesSeen": 58, "deckSummary": "A methodical Accenture/Institutes survey report that scores moderately on Storymakers alignment: clear MECE chapter structure and consistent contrast/benchmark loops, but topic titles instead of action titles and almost no recommendations beat - closer to a research artifact than a persuasive consulting narrative.", "imagesInspected": 4, "extractionSeconds": 542.309 }, "score": { "backend": null, "scoredAt": "2026-04-24 09:23:24+00", "subScores": { "mece_pillars": 57.5, "scqa_opening": 100, "slide_type_mix": 74, "lead_with_answer": 100, "narrative_pacing": 100, "action_title_density": 0 }, "totalScore": 64.7, "coveragePct": 100, "explanations": { "mece_pillars": "7 pillars, balance=0.69", "scqa_opening": "first-third narrative: CSCACA", "slide_type_mix": "N51% · S12% · W16% · W21%", "lead_with_answer": "key_takeaways on page 3", "narrative_pacing": "0% filler/appendix, middle density 84%", "action_title_density": "0/49 substantive slides have action titles (0%)" }, "slidesAnalyzed": 58 }, "review": { "backend": null, "verdict": "A rigorous but inert survey-findings readout — useful as a teaching example of consistent callouts and segmentation discipline, but a Storymakers anti-example for its noun-titles, missing recommendation act, and taxonomy-over-argument structure.", "reviewedAt": "2026-04-24 10:33:28+00", "slidesSeen": 58, "suggestions": [ "Rewrite every action title as a declarative insight sentence — e.g., p.14 becomes 'Underwriters spend only 54% of time on core activities' and p.41 becomes 'Technology investment has failed to reduce workload for 64% of underwriters'", "Add a resolution act (3-5 slides after p.54): synthesize the 40% problem into an Accenture point of view with 3-4 prioritized interventions and a carrier action plan — do not end on qualitative verbatims", "Collapse the six methodology/respondent-profile slides (p.6-11) into one or two and move detail to the appendix so the diagnosis starts by p.8 at latest", "Restructure the seven flat sections into an S→C→A→R spine: Situation (underwriters overloaded) → Complication (2013→2021 regression) → Analysis (quality/efficiency/talent gaps) → Resolution (what to do), rather than seven parallel topic buckets" ], "closingScore": 25, "openingScore": 55, "topStrengths": [ "Strong thesis in the key highlights (p.3-5): the '~40% of time on non-core activities' stat is quantified, memorable, and repeated for personal vs. commercial lines", "Consistent callout discipline — nearly every kpi_dashboard slide has an interpretive sentence (e.g., p.17 'Specialty underwriters are facing systems inefficiencies… to a larger extent than peers')", "Clear MECE-ish segmentation axis (personal / commercial / specialty lines) applied consistently across sections", "Historical anchoring to 2013 survey (p.24, p.27, p.43, p.54) gives the findings temporal weight" ], "topWeaknesses": [ "No recommendation or 'so what' act — deck ends on open-end verbatims (p.57-58) with zero call to action", "Titles are nouns not insights: p.14 'TIME ALLOCATION BY TYPE OF ACTIVITY', p.32 'USE OF SOLUTIONS TODAY', p.46 'USE OF ARTIFICIAL INTELLIGENCE' — action titles require reading the callout to extract a point", "Duplicate/repeated titles across consecutive slides: 'RESPONDENTS' PROFILE' (p.7-11), 'QUALITY OF THE UNDERWRITING PROCESS' (p.25-27), 'EFFECT OF TECHNOLOGY ON UNDERWRITERS' WORKLOAD' (p.41-44) signal topic-by-topic data dumps rather than a building argument", "Heavy front-loading of methodology (p.6-11, six slides on sample composition) delays the substantive findings", "Q-text shown as titles (p.28 'Q6: When considering how to improve…') treats the audience as survey respondents rather than decision-makers" ], "narrativeScore": 45, "pillarCritique": "Seven numbered section dividers (p.6, 12, 23, 30, 38, 47, 55) exist but they are topic dumps ('Role of the Underwriter', 'Quality', 'Efficiency', 'Technology', 'Talent') rather than MECE argument pillars — Quality/Efficiency/Technology overlap substantially and there is no synthesis tying them to a recommendation.", "closingCritique": "The deck ends with an open-ended qualitative section (p.56-58: 'What are underwriters enthusiastic/concerned about?') — there is no recommendation slide, no call to action, no next-steps or Accenture POV. It trails off into verbatims rather than closing the loop on the 40% problem it opened with.", "openingCritique": "Slides 3-5 do lead with the headline '~40% of underwriter time is non-core' which is a reasonable thesis hook, but they are labeled 'KEY HIGHLIGHTS' and split into three parallel takeaway slides rather than a single sharp thesis; stakes (why this matters to carriers) are never explicitly framed.", "extractionSeconds": 60.9702, "narrativeCritique": "The deck is a survey-findings readout structured as a taxonomy (Role → Quality → Efficiency → Technology → Talent) rather than an S→C→A→R arc: it opens with highlights (p.3-5), spends 50+ pages on diagnosis, and has no resolution/recommendation act. Tension and analysis are present but collapsed into one long 'diagnose' act, with no 'so what' payoff.", "titleQualityScore": 30, "titleQualityCritique": "Titles are overwhelmingly topic labels, not action titles: 'TIME ALLOCATION BY TYPE OF ACTIVITY' (p.14-15), 'TOP 5 CHALLENGES' (p.17-18), 'USE OF SOLUTIONS TODAY' (p.32), 'TALENT MANAGEMENT' (p.52-54). The insight lives in the callouts, not the titles — a reader skimming headers alone would learn almost nothing." }, "activistThesis": null, "pitchdeck": { "metadata": null, "profile": null }, "slides": [ { "page": 1, "type": "setup", "function": "front_matter", "imagePath": "https://imgproxy.kitesheet.com/sPJE-dcBUhO6ZXtaMlumLrdx0uC5bLlY68D5htGC5r8/rs:fit:1200:1200:0/q:82/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy83NTE1NGI4MjMyOTBhMTA5L3AwMDEuanBn", "rawType": "cover", "block": null, "metadata": { "slideType": "cover", "slideTypeCanon": { "name": "Cover", "slug": "cover", "status": "active", "canonId": "019de52d-05f2-729d-9f93-e0504f0a2410", "version": 1, "description": null }, "function": "front_matter", "functionCanon": { "name": "Front matter", "slug": "front_matter", "status": "active", "canonId": "019de52d-133d-73f0-9e26-201eda96b098", "version": 1, "description": null }, "density": "sparse", "densityScore": 20, "componentCount": 5, "textChars": 114, "nDataPoints": 0, "notes": null, "elementsJson": [ "headline_text", "subtitle_text", "photo", "logo_grid" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:49:25.591+00", "seconds": 2.176, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b633-bc0f4a0a3ef5/1", "deck": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5", "deckAnchor": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5#slide-1", "deckJson": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5.json" }, "components": [ { "bbox": { "h": 0.1, "w": 0.15, "x": 0.28, "y": 0.85 }, "kind": "image", "text": "The Institutes logo", "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Logo", "slug": "logo", "status": "active", "canonId": "019de52c-fdaf-743d-94c4-d7c6a0e55302", "version": 1, "description": null }, "framework": null }, "subkind": "logo", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:25.591+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a63c11f5-2eea-4dd3-8345-a662758ac840", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.2, "x": 0.05, "y": 0.85 }, "kind": "image", "text": "Accenture logo", "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Logo", "slug": "logo", "status": "active", "canonId": "019de52c-fdaf-743d-94c4-d7c6a0e55302", "version": 1, "description": null }, "framework": null }, "subkind": "logo", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:25.591+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "bd212a90-3009-4bbb-aa9f-73f7607af46e", "parentComponentId": null }, { "bbox": { "h": 1, "w": 0.5, "x": 0.5, "y": 0 }, "kind": "image", "text": "Person with flashlight in desert at night", "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Photo", "slug": "photo", "status": "active", "canonId": "019de52c-fd37-757f-b4a8-ca26d4888875", "version": 1, "description": null }, "framework": null }, "subkind": "photo", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:25.591+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f7c7e468-47b6-453a-9465-2369d21b8804", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.2, "x": 0.05, "y": 0.7 }, "kind": "paragraph", "text": "October 2021", "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 19:49:25.591+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d9db2266-aa64-428f-aeec-c8432b4bbf45", "parentComponentId": null }, { "bbox": { "h": 0.3, "w": 0.4, "x": 0.05, "y": 0.2 }, "kind": "title", "text": "2021 P&C Underwriting Survey", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "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 }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:25.591+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "03b5d97c-cbfe-4716-ae78-06e14bf9bd7e", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Pyramid Principle", "slug": "pyramid-principle", "status": "active", "bestFor": "When the document has a single governing decision or recommendation the reader is asked to accept, and the case can be decomposed into a small number of clean groups. Strategy decks, board memos, investment committee papers.", "canonId": "019dd956-7cbd-7219-a477-c871e2bc1aff", "version": 1, "bodyDocId": "88b6ac56-b880-46f9-8621-ef3491ab6235", "description": "Lead with the answer; group three to five MECE supports beneath it; recurse one level down. Top-down hierarchical structure for any document with a single recommendation.", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Architect", "layer": "block", "agents": [ "Architect" ], "matchId": "019de0ed-a87a-7183-b266-06a9aae9d094", "evidence": "Deck opens with answer-first highlights, then methodology, then evidence.", "pageRefs": null, "priority": "Core", "whenToUse": "When the document has a single governing decision or recommendation the reader is asked to accept, and the case can be decomposed into a small number of clean groups. Strategy decks, board memos, investment committee papers.", "confidence": 55, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 1, "whyItWorks": "Solves the two failure modes of expert communication at once: (1) the long climb where readers wait pages for the answer, and (2) logical mush from non-MECE groupings. Progressive disclosure lets a reader stop at any depth and get the right information.", "antipattern": "Chronological structure (\"what we did, what we found, what we conclude\") instead of logical hierarchy. Top-of-pyramid that is a topic (\"strategic options\") instead of an answer (\"pursue Option B because...\"). Non-MECE supports that overlap or fail to cover the universe.", "cardinality": null, "narrativePurpose": "Transfer conviction with minimum reader effort by mirroring how decision-makers consume information: answer first, scaffolding behind." }, { "tool": { "name": "Picture Superiority Effect", "slug": "picture-superiority-effect", "status": "active", "bestFor": null, "canonId": "019dd956-c201-7014-bb58-3e85e3e11dfd", "version": 1, "bodyDocId": null, "description": "Pictures remembered 6x better than words - prioritize visuals over text", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Designer", "layer": "slide", "agents": [ "Designer" ], "matchId": "019de0ed-a828-747b-959f-c36ee292b5ad", "evidence": "Full-bleed lantern-on-dunes image carries cover identity.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 70, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 1, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Slide recipe: Cover", "slug": "cover-slide", "status": "active", "bestFor": null, "canonId": "019df269-2a08-767d-9128-e7431e6fe8a3", "version": 1, "bodyDocId": "019df269-29e5-7738-b5fa-6892e5dc8e65", "description": "The first ten seconds. Build it deliberately.", "familyLabel": "slide-recipe", "categoryName": "Slide", "categorySlug": "slide" }, "agent": "designer", "layer": "slide", "agents": [ "designer" ], "matchId": "d15f2906-ea37-46c2-a867-4ced7da79a06", "evidence": "2021 P&C Underwriting Survey", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 21:03:18.932284+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 1, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Typography Hierarchy", "slug": "typography-hierarchy", "status": "active", "bestFor": null, "canonId": "019dd956-ba98-77ab-9513-ff2344da8bc7", "version": 1, "bodyDocId": null, "description": "Using font size, weight, and style to create reading order", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Designer", "layer": "slide", "agents": [ "Designer" ], "matchId": "019de0ed-a852-75ff-b025-cca603c79296", "evidence": "Large title over date and logos sets reading order.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 65, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 1, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [ { "to": 5, "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": 1, "name": "Surface Observation", "beatId": "019de0ed-a564-75af-ba6e-6827be3d42cf", "matchId": "019de0ed-a537-73fd-80df-5fcf183430a9", "beatType": null, "evidence": "Cover, TOC and 5-bullet key highlights sit at the surface.", "position": 1, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 60 } ], "loops": [], "thumbSrc": "https://imgproxy.kitesheet.com/g0hT2sQofGtu6ZBxkwgEAlk_aNOgEOF5vxhZGX0zdI0/rs:fit:480:480:0/q:78/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy83NTE1NGI4MjMyOTBhMTA5L3AwMDEuanBn", "imagePathAlt": "https://imgproxy.kitesheet.com/XfHdaEn0l7DDJxhMBfT-Fs3ElK8aakYcIO9iD62jmlQ/rs:fit:1200:1200:0/q:82/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy83NTE1NGI4MjMyOTBhMTA5L3AwMDEucG5n", "thumbSrcAlt": "https://imgproxy.kitesheet.com/DPb_MU9fka0QRljz_tkMdhnXBTLTTcQCsTSbR5zboLk/rs:fit:480:480:0/q:78/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy83NTE1NGI4MjMyOTBhMTA5L3AwMDEucG5n" }, { "page": 2, "type": "setup", "function": "front_matter", "rawType": "table_of_contents", "block": null, "metadata": { "slideType": "table_of_contents", "slideTypeCanon": { "name": "Table of contents", "slug": "table_of_contents", "status": "active", "canonId": "019de52d-0643-721b-9b85-69676bb85cf8", "version": 1, "description": null }, "function": "front_matter", "functionCanon": { "name": "Front matter", "slug": "front_matter", "status": "active", "canonId": "019de52d-133d-73f0-9e26-201eda96b098", "version": 1, "description": null }, "density": "sparse", "densityScore": 9, "componentCount": 2, "textChars": 213, "nDataPoints": 0, "notes": null, "elementsJson": [ "headline_text", "numbered_list" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:49:26.045+00", "seconds": 2.349, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b633-bc0f4a0a3ef5/2", "deck": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5", "deckAnchor": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5#slide-2", "deckJson": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5.json" }, "components": [ { "bbox": { "h": 0.64, "w": 0.35, "x": 0.369, "y": 0.258 }, "kind": "list", "text": "0 KEY HIGHLIGHTS 3\n1 METHODOLOGY AND SAMPLE 6\n2 ROLE OF THE UNDERWRITER 12\n3 QUALITY OF UNDERWRITING 23\n4 EFFICIENCY OF UNDERWRITING 30\n5 USE OF TECHNOLOGY 38\n6 TALENT MANAGEMENT 47\n7 OPEN-END QUESTIONS 55", "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": "Numbered list", "slug": "numbered", "status": "active", "canonId": "019de52c-fcc0-7718-a284-a4250c805df2", "version": 1, "description": null }, "framework": null }, "subkind": "numbered", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:26.045+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f4f202bf-9c3a-4b0e-93b4-195f230e9be3", "parentComponentId": null }, { "bbox": { "h": 0.033, "w": 0.141, "x": 0.038, "y": 0.258 }, "kind": "title", "text": "SECTIONS", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "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 }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:26.045+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9b1f0718-9f86-4d5b-b196-fab5093f4f34", "parentComponentId": null } ], "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", "categorySlug": "block" }, "agent": "Architect", "layer": "block", "agents": [ "Architect" ], "matchId": "019de0ed-a8cb-77d8-b561-2bee8cbabb6a", "evidence": "TOC partitions report into non-overlapping sections covering full survey.", "pageRefs": null, "priority": "Core", "whenToUse": null, "confidence": 70, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 2, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Chunking", "slug": "chunking", "status": "active", "bestFor": null, "canonId": "019dd956-abab-72ce-b64c-2924cc83cf39", "version": 1, "bodyDocId": null, "description": "Information grouped into chunks is remembered better - structure content in digestible units", "familyLabel": null, "categoryName": "Loop", "categorySlug": "loop" }, "agent": "Architect", "layer": "loop", "agents": [ "Architect" ], "matchId": "019de0ed-a8a3-7236-963a-93a7ca0d02ee", "evidence": "Eight numbered sections grouped as digestible chunks.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 60, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 2, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Section divider", "slug": "section-divider", "status": "active", "bestFor": null, "canonId": "019dd9e1-4c66-707d-8d1f-6e14547134c7", "version": 1, "bodyDocId": null, "description": "A transitional slide marking the start of a new section.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "b4d4363e-c65a-4a0a-9618-12402f14df15", "evidence": "1. METHODOLOGY AND SAMPLE", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 21:03:18.993668+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 2, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [], "arcBeats": [ { "to": 5, "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": 1, "name": "Surface Observation", "beatId": "019de0ed-a564-75af-ba6e-6827be3d42cf", "matchId": "019de0ed-a537-73fd-80df-5fcf183430a9", "beatType": null, "evidence": "Cover, TOC and 5-bullet key highlights sit at the surface.", "position": 1, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 60 } ], "loops": [], "locked": true }, { "page": 3, "type": "resolution", "function": "summarize", "rawType": "key_takeaways", "block": null, "metadata": { "slideType": "key_takeaways", "slideTypeCanon": { "name": "Key takeaways", "slug": "key_takeaways", "status": "active", "canonId": "019de52d-06e7-7674-a891-9f7de3b11b6d", "version": 1, "description": null }, "function": "summarize", "functionCanon": { "name": "Summarize", "slug": "summarize", "status": "active", "canonId": "019de52d-1541-704f-b86f-bf7b75056373", "version": 1, "description": null }, "density": "balanced", "densityScore": 36, "componentCount": 4, "textChars": 546, "nDataPoints": 1, "notes": null, "elementsJson": [ "headline_text", "bullet_list" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:49:26.13+00", "seconds": 2.346, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b633-bc0f4a0a3ef5/3", "deck": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5", "deckAnchor": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5#slide-3", "deckJson": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Up to 40% of time spent on non-core and administrative activities", "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": "2026-04-23 22:56:44+00", "model": "claude-code-default", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-9f64-72ba-b412-c9a0a430b907", "parentComponentId": null }, { "bbox": { "h": 0.7, "w": 0.94, "x": 0.03, "y": 0.0018 }, "kind": "list", "text": "Limited automation and incipient use of AI/ML, NLP, and RPA on core and non-core activities\nUp to 40% of time spent on non-core and administrative activities\nWorking with ageing systems and inefficient processes\nThe introduction of new technology has not helped to decrease workload\nTalent management identified as key issue (talent gap, recruiting, training, skills development, knowledge transfer, retention)", "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 19:49:26.13+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "50b48e16-5d68-4bfe-8ea3-fca659188ee4", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "Time spent on non-core and administrative activities: 40%", "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": "2026-04-23 22:56:44+00", "model": "claude-code-default", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-9f64-72ba-b412-cea383a5ef48", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.28, "x": 0.03, "y": 0.05 }, "kind": "title", "text": "KEY HIGHLIGHTS", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "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 }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:26.13+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "3ba6e45b-0056-49cd-8b28-f7fc9d7d7972", "parentComponentId": null } ], "metrics": [ { "metricRaw": "Time spent on non-core and administrative activities", "numberRaw": "40%", "numberKind": "percent", "actionTitle": null, "calloutText": "Up to 40% of time spent on non-core and administrative activities", "numberScale": null, "numberValue": 40, "metricFamily": "other", "numberCurrency": null } ], "tools": [ { "tool": { "name": "Chunking", "slug": "chunking", "status": "active", "bestFor": null, "canonId": "019dd956-abab-72ce-b64c-2924cc83cf39", "version": 1, "bodyDocId": null, "description": "Information grouped into chunks is remembered better - structure content in digestible units", "familyLabel": null, "categoryName": "Loop", "categorySlug": "loop" }, "agent": "Architect", "layer": "loop", "agents": [ "Architect" ], "matchId": "019de0ed-a947-7189-af60-a36f31b06769", "evidence": "Five-bullet structure repeats across p.3-5 for memorable chunks.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 75, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 3, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "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.", "canonId": "019dd956-ac70-700b-a608-ba58e78f5dcc", "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": [ "Architect" ], "matchId": "019de0ed-a8f4-7408-8eb4-8213e8f9865f", "evidence": "Bolded bullet phrases ('40% on non-core', 'ageing systems') act as mini action statements.", "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": 55, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "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": "Contrast Principle", "slug": "contrast-principle", "status": "active", "bestFor": null, "canonId": "019dd956-bf0f-73ae-b9df-e60508cdaa65", "version": 1, "bodyDocId": null, "description": "Higher visual weight draws attention - use contrast strategically for emphasis", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Designer", "layer": "slide", "agents": [ "Designer" ], "matchId": "019de0ed-a91c-7151-bf66-c6484615bf8a", "evidence": "Selective bolding/highlighting of key terms on full purple panel.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 70, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 3, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [ { "to": 5, "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": 1, "name": "Surface Observation", "beatId": "019de0ed-a564-75af-ba6e-6827be3d42cf", "matchId": "019de0ed-a537-73fd-80df-5fcf183430a9", "beatType": null, "evidence": "Cover, TOC and 5-bullet key highlights sit at the surface.", "position": 1, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 60 } ], "loops": [ { "to": 5, "from": 3, "loop": { "name": "40_mece_breakdown", "slug": "40-mece-breakdown", "status": "active", "bestFor": "Problem structuring, ensuring completeness, strategic analysis", "canonId": "019dd956-763c-765e-8b68-6ee3ae1ef184", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "The Whole -> Category A (distinct) -> Category B (distinct) -> Category C (distinct) -> Complete Coverage", "description": "Divide a complex topic into mutually exclusive, collectively exhaustive categories", "familyLabel": null }, "matchId": "019de0ed-a6e6-70fa-ba0e-2efeb2ea56c7", "evidence": "p.3-5 each present same 5-theme structure (Efficiency, Quality, Investments, Technology, Talent).", "position": 1, "objective": "Frame survey findings into 5 MECE themes", "confidence": 80, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null } } ], "locked": true }, { "page": 4, "type": "resolution", "function": "summarize", "rawType": "key_takeaways", "block": null, "metadata": { "slideType": "key_takeaways", "slideTypeCanon": { "name": "Key takeaways", "slug": "key_takeaways", "status": "active", "canonId": "019de52d-06e7-7674-a891-9f7de3b11b6d", "version": 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": 91, "componentCount": 10, "textChars": 1649, "nDataPoints": 12, "notes": null, "elementsJson": [ "headline_text", "subtitle_text", "paragraph", "big_number" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:49:27.613+00", "seconds": 3.821, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b633-bc0f4a0a3ef5/4", "deck": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5", "deckAnchor": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5#slide-4", "deckJson": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "~45% of personal lines underwriters time is spent on tasks that are not core to the underwriter's role.", "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": "2026-04-23 22:56:37+00", "model": "claude-code-default", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-9f64-72ba-b412-9af3717c9e67", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.95, "x": 0.03, "y": 0.72 }, "kind": "list", "text": "Underwriting Talent: ~25% of personal lines underwriters view their company's talent management programs as deficient, with deficient rates going up to 41% in talent retention, 37% in succession planning, 33% in training, and 30% in recruiting", "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 19:49:27.613+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "00e25c36-72f4-4183-9d6a-06ce75e55878", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.95, "x": 0.03, "y": 0.22 }, "kind": "list", "text": "Underwriting Efficiency: ~45% of personal lines underwriters time is spent on tasks that are not core to the underwriter's role. The top three reasons for this are redundant inputs/manual processes (70%); outdated/inflexible systems (50%); and insufficient training and time for talent development (43%).", "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 19:49:27.613+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2e858dc4-7f45-49d3-9276-e6e162fe971f", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.95, "x": 0.03, "y": 0.47 }, "kind": "list", "text": "Underwriting Investments: The top 2 factors driving investments in underwriting were in improving underwriting quality (risk/pricing outcomes) and the ease of doing business for customers/producers signaling a renewed focus on profitability and growth.", "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 19:49:27.613+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5660087b-4c8c-4e7e-881e-6e9214e28119", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.95, "x": 0.03, "y": 0.59 }, "kind": "list", "text": "Underwriting Technology: While underwriters believe technology changes have improved underwriting performance, ~55% of personal lines underwriters say that their workload has increased or has had no change with technology investments, driven by inefficient systems and the lack of data integration.", "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 19:49:27.613+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6c5e95fb-1ac6-4439-8a59-7797be336c0d", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.95, "x": 0.03, "y": 0.35 }, "kind": "list", "text": "Underwriting Quality: Only 40% of personal underwriters believe their underwriting processes and tools are superior. In particular, only 42% consider their pricing strategy superior compared to 51% of commercial lines underwriters, but 41% mentioned their tools and systems are superior vs 32% of commercial lines peers.", "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 19:49:27.613+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "eea749d0-a247-4968-8a04-81e6447daf47", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.05, "x": 0.778, "y": 0.025 }, "kind": "metric", "text": "76", "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": null, "subkind": { "name": "Big number", "slug": "big-number", "status": "active", "canonId": "019de52c-fc70-70c8-b965-0584548a9204", "version": 1, "description": null }, "framework": null }, "subkind": "big-number", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:27.613+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "05ebfed8-c4a5-4bec-b9c3-868261d3a771", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "Personal lines-focused underwriters interviewed: 76", "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": "2026-04-23 22:56:37+00", "model": "claude-code-default", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-9f64-72ba-b412-9db61623e47c", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.15, "x": 0.778, "y": 0.135 }, "kind": "paragraph", "text": "Personal lines-focused underwriters interviewed", "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 19:49:27.613+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "57309a71-3ce8-46b8-91f1-491fe3967bbb", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.3, "x": 0.03, "y": 0.05 }, "kind": "title", "text": "KEY HIGHLIGHTS PERSONAL LINES", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "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 }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:27.613+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9b65a8d5-dd76-4ab4-85c0-78db1f2ea553", "parentComponentId": null } ], "metrics": [ { "metricRaw": "Personal lines-focused underwriters interviewed", "numberRaw": "76", "numberKind": "plain", "actionTitle": null, "calloutText": "~45% of personal lines underwriters time is spent on tasks that are not core to the underwriter's role.", "numberScale": null, "numberValue": 76, "metricFamily": "other", "numberCurrency": null } ], "tools": [ { "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.", "canonId": "019dd956-ac70-700b-a608-ba58e78f5dcc", "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": [ "Architect" ], "matchId": "019de0ed-a96f-73dc-9e5d-8865fcd6fdc8", "evidence": "Five purple sub-headings carry mini-thesis per theme.", "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": 55, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 4, "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": "Von Restorff Effect", "slug": "von-restorff-effect", "status": "active", "bestFor": null, "canonId": "019dd956-beab-73d8-9f62-30d0332e926e", "version": 1, "bodyDocId": null, "description": "Items that stand out are noticed and remembered - make key points visually distinct", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Designer", "layer": "slide", "agents": [ "Designer" ], "matchId": "019de0ed-a997-731e-844a-5a962a4a0dd6", "evidence": "Big '76' callout in corner stands out against text.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 65, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 4, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [ { "to": 5, "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": 1, "name": "Surface Observation", "beatId": "019de0ed-a564-75af-ba6e-6827be3d42cf", "matchId": "019de0ed-a537-73fd-80df-5fcf183430a9", "beatType": null, "evidence": "Cover, TOC and 5-bullet key highlights sit at the surface.", "position": 1, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 60 } ], "loops": [ { "to": 5, "from": 3, "loop": { "name": "40_mece_breakdown", "slug": "40-mece-breakdown", "status": "active", "bestFor": "Problem structuring, ensuring completeness, strategic analysis", "canonId": "019dd956-763c-765e-8b68-6ee3ae1ef184", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "The Whole -> Category A (distinct) -> Category B (distinct) -> Category C (distinct) -> Complete Coverage", "description": "Divide a complex topic into mutually exclusive, collectively exhaustive categories", "familyLabel": null }, "matchId": "019de0ed-a6e6-70fa-ba0e-2efeb2ea56c7", "evidence": "p.3-5 each present same 5-theme structure (Efficiency, Quality, Investments, Technology, Talent).", "position": 1, "objective": "Frame survey findings into 5 MECE themes", "confidence": 80, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null } } ], "locked": true }, { "page": 5, "type": "resolution", "function": "summarize", "rawType": "key_takeaways", "block": null, "metadata": { "slideType": "key_takeaways", "slideTypeCanon": { "name": "Key takeaways", "slug": "key_takeaways", "status": "active", "canonId": "019de52d-06e7-7674-a891-9f7de3b11b6d", "version": 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": 90, "componentCount": 10, "textChars": 1681, "nDataPoints": 8, "notes": null, "elementsJson": [ "headline_text", "subtitle_text", "big_number", "paragraph" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:49:27.311+00", "seconds": 3.498, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b633-bc0f4a0a3ef5/5", "deck": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5", "deckAnchor": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5#slide-5", "deckJson": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "~40% of commercial lines underwriters time is spent on tasks that are not core to the underwriter's role.", "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": "2026-04-23 22:56:38+00", "model": "claude-code-default", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-9f64-72ba-b412-b036fa7754ca", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.95, "x": 0.03, "y": 0.35 }, "kind": "list", "text": "Underwriting Quality: Overall, underwriting quality processes and tools are at their lowest point since we first did this survey in 2008. Only 46% of commercial lines underwriters believe their frontline underwriting practices are superior, which is down 17% from 2013.", "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 19:49:27.311+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "002b5502-8c5f-4cfc-a597-95992b473fea", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.95, "x": 0.03, "y": 0.48 }, "kind": "list", "text": "Underwriting Investments: The top 2 factors driving investments in underwriting were in improving underwriting quality (risk/pricing outcomes) and the ease of doing business for customers/producers signaling a renewed focus on profitability and growth.", "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 19:49:27.311+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0bdb8a40-1b0b-4ce5-9bc3-6da71cab3b18", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.95, "x": 0.03, "y": 0.6 }, "kind": "list", "text": "Underwriting Technology: While underwriters believe technology changes have improved underwriting performance, ~65% of commercial lines underwriters say that their workload has increased or has had no change with technology investments, driven by inefficient systems and the lack of data integration.", "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 19:49:27.311+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6ed36761-a11a-4092-8f51-3d3e5120724f", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.95, "x": 0.03, "y": 0.22 }, "kind": "list", "text": "Underwriting Efficiency: ~40% of commercial lines underwriters time is spent on tasks that are not core to the underwriter's role. The top three reasons for this are redundant inputs/manual processes (71%); outdated/inflexible systems (40%); and a lack of information/analytics at the point of need (36%).", "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 19:49:27.311+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ad07ad84-eb62-46a0-9ab2-71fd9533ee40", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.95, "x": 0.03, "y": 0.73 }, "kind": "list", "text": "Underwriting Talent: The number of underwriting organizations that were viewed as having superior talent management capabilities for underwriting has dropped 50% since 2013 across almost every measure of performance aspects we evaluated. Training, recruiting, and retention planning had some of the biggest drops.", "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 19:49:27.311+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d17b79cf-ea51-4f37-a8a3-ba4f4a1e5bdf", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.05, "x": 0.77, "y": 0.02 }, "kind": "metric", "text": "295", "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": null, "subkind": { "name": "Big number", "slug": "big-number", "status": "active", "canonId": "019de52c-fc70-70c8-b965-0584548a9204", "version": 1, "description": null }, "framework": null }, "subkind": "big-number", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:27.311+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0d067a26-d375-41d7-ba4b-e18a12bc33c2", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "Commercial lines-focused underwriters interviewed: 295", "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": "2026-04-23 22:56:38+00", "model": "claude-code-default", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-9f64-72ba-b412-b5821afd1eb9", "parentComponentId": null }, { "bbox": { "h": 0.06, "w": 0.18, "x": 0.77, "y": 0.13 }, "kind": "paragraph", "text": "Commercial lines-focused underwriters interviewed", "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 19:49:27.311+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4e39484e-a505-4ee9-b687-f8bd5bb75356", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.3, "x": 0.03, "y": 0.05 }, "kind": "title", "text": "KEY HIGHLIGHTS COMMERCIAL LINES", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "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 }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:27.311+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "04754927-aac0-44fa-a6f1-8993f81423fb", "parentComponentId": null } ], "metrics": [ { "metricRaw": "Commercial lines-focused underwriters interviewed", "numberRaw": "295", "numberKind": "plain", "actionTitle": null, "calloutText": "~40% of commercial lines underwriters time is spent on tasks that are not core to the underwriter's role.", "numberScale": null, "numberValue": 295, "metricFamily": "other", "numberCurrency": null } ], "tools": [ { "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.", "canonId": "019dd956-ac70-700b-a608-ba58e78f5dcc", "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": [ "Architect" ], "matchId": "019de0ed-a9bf-728d-b074-f1381d165102", "evidence": "Five purple sub-headings carry mini-thesis per theme.", "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": 55, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 5, "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": "Von Restorff Effect", "slug": "von-restorff-effect", "status": "active", "bestFor": null, "canonId": "019dd956-beab-73d8-9f62-30d0332e926e", "version": 1, "bodyDocId": null, "description": "Items that stand out are noticed and remembered - make key points visually distinct", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Designer", "layer": "slide", "agents": [ "Designer" ], "matchId": "019de0ed-a9e5-72dd-9887-5bbc64da87c2", "evidence": "Large '295' big-number anchors top-right.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 65, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 5, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [ { "to": 5, "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": 1, "name": "Surface Observation", "beatId": "019de0ed-a564-75af-ba6e-6827be3d42cf", "matchId": "019de0ed-a537-73fd-80df-5fcf183430a9", "beatType": null, "evidence": "Cover, TOC and 5-bullet key highlights sit at the surface.", "position": 1, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 60 } ], "loops": [ { "to": 5, "from": 3, "loop": { "name": "40_mece_breakdown", "slug": "40-mece-breakdown", "status": "active", "bestFor": "Problem structuring, ensuring completeness, strategic analysis", "canonId": "019dd956-763c-765e-8b68-6ee3ae1ef184", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "The Whole -> Category A (distinct) -> Category B (distinct) -> Category C (distinct) -> Complete Coverage", "description": "Divide a complex topic into mutually exclusive, collectively exhaustive categories", "familyLabel": null }, "matchId": "019de0ed-a6e6-70fa-ba0e-2efeb2ea56c7", "evidence": "p.3-5 each present same 5-theme structure (Efficiency, Quality, Investments, Technology, Talent).", "position": 1, "objective": "Frame survey findings into 5 MECE themes", "confidence": 80, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null } } ], "locked": true }, { "page": 6, "type": "setup", "function": "transition", "rawType": "section_divider", "block": null, "metadata": { "slideType": "section_divider", "slideTypeCanon": { "name": "Section divider", "slug": "section_divider", "status": "active", "canonId": "019de52d-066a-7402-9554-6ae504999041", "version": 1, "description": null }, "function": "transition", "functionCanon": { "name": "Transition", "slug": "transition", "status": "active", "canonId": "019de52d-1365-7149-92aa-66df859e75fd", "version": 1, "description": null }, "density": "sparse", "densityScore": 2, "componentCount": 2, "textChars": 30, "nDataPoints": 0, "notes": null, "elementsJson": [ "headline_text" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:49:25.9+00", "seconds": 2.053, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b633-bc0f4a0a3ef5/6", "deck": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5", "deckAnchor": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5#slide-6", "deckJson": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5.json" }, "components": [ { "bbox": { "h": 0.02, "w": 0.03, "x": 0.95, "y": 0.02 }, "kind": "paragraph", "text": "Index", "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 19:49:25.9+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f54832c9-7bad-48e5-8ea7-10f90df86c23", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.5, "x": 0.05, "y": 0.25 }, "kind": "title", "text": "1. METHODOLOGY AND SAMPLE", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "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 }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:25.9+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "dfb5e616-e9b4-4e74-a1de-1fc589a4b5f5", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Section divider", "slug": "section-divider", "status": "active", "bestFor": null, "canonId": "019dd9e1-4c66-707d-8d1f-6e14547134c7", "version": 1, "bodyDocId": null, "description": "A transitional slide marking the start of a new section.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "4ee789d8-f022-4621-a05c-5bc5102d42c7", "evidence": "1. METHODOLOGY AND SAMPLE", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 21:03:19.150077+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 6, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [], "arcBeats": [ { "to": 22, "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": 6, "name": "First Layer", "beatId": "019de0ed-a590-7188-b1af-88fa6b38bceb", "matchId": "019de0ed-a537-73fd-80df-5fcf183430a9", "beatType": null, "evidence": "Methodology + Role of Underwriter section exposes 40% time waste.", "position": 2, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 60 }, { "to": 22, "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": 6, "name": "The Facts (What)", "beatId": "019de0ed-a664-72ab-bbbd-ee61e005d0f0", "matchId": "019de0ed-a63a-7769-97cb-f3303b0ce4f9", "beatType": null, "evidence": "Methodology + activity/time data.", "position": 1, "isPrimaryArc": false, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 50 } ], "loops": [], "locked": true }, { "page": 7, "type": "setup", "title": "The slide uses a consistent color palette to represent different segments across multiple charts.", "function": "summarize", "rawType": "appendix_methodology", "block": null, "metadata": { "slideType": "appendix_methodology", "slideTypeCanon": { "name": "Appendix methodology", "slug": "appendix_methodology", "status": "active", "canonId": "019de52d-07d9-726c-8599-167f2d2ffaa7", "version": 1, "description": null }, "function": "summarize", "functionCanon": { "name": "Summarize", "slug": "summarize", "status": "active", "canonId": "019de52d-1541-704f-b86f-bf7b75056373", "version": 1, "description": null }, "density": "dense", "densityScore": 70, "componentCount": 11, "textChars": 333, "nDataPoints": 24, "notes": "The slide uses a consistent color palette to represent different segments across multiple charts.", "elementsJson": [ "headline_text", "donut_chart", "bar_chart_horizontal", "bar_chart_100pct", "callout_box", "bullet_list", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:49:27.046+00", "seconds": 3.072, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b633-bc0f4a0a3ef5/7", "deck": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5", "deckAnchor": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5#slide-7", "deckJson": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5.json" }, "components": [ { "bbox": { "h": 0.05, "w": 0.64, "x": 0.31, "y": 0.52 }, "kind": "callout", "text": "Balanced split across company and account sizes", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:27.046+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f870b0d5-2b8d-4a7d-9e2b-c553510418ec", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.25, "x": 0.03, "y": 0.65 }, "kind": "chart", "text": "PRIMARY AREA OF FOCUS", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Horizontal bar chart", "slug": "bar-horizontal", "status": "active", "canonId": "019de52c-fec4-7221-986b-1cb5f5e84b1f", "version": 1, "description": null }, "framework": null }, "subkind": "bar-horizontal", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:27.046+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "64436523-0751-4f1f-bdcc-4c33563bc3ca", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.3, "x": 0.65, "y": 0.25 }, "kind": "chart", "text": "COMPANY'S NET PREMIUMS WRITTEN (USD)", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Stacked bar chart (100%)", "slug": "bar-stacked-100pct", "status": "active", "canonId": "019de52c-ff14-71b8-8d88-860f8d7da84b", "version": 1, "description": null }, "framework": null }, "subkind": "bar-stacked-100pct", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:27.046+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "43d59ae7-8e7a-4428-8fd5-b0f2a00953e8", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.3, "x": 0.31, "y": 0.25 }, "kind": "chart", "text": "AVERAGE ACCOUNT PREMIUM (USD)", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Stacked bar chart (100%)", "slug": "bar-stacked-100pct", "status": "active", "canonId": "019de52c-ff14-71b8-8d88-860f8d7da84b", "version": 1, "description": null }, "framework": null }, "subkind": "bar-stacked-100pct", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:27.046+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4db671c0-18fd-4df5-8823-37c9d2e013c8", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.3, "x": 0.65, "y": 0.65 }, "kind": "chart", "text": "YEARS WORKED IN THE INSURANCE INDUSTRY", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Stacked bar chart (100%)", "slug": "bar-stacked-100pct", "status": "active", "canonId": "019de52c-ff14-71b8-8d88-860f8d7da84b", "version": 1, "description": null }, "framework": null }, "subkind": "bar-stacked-100pct", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:27.046+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "729ae4e1-95c9-415a-b981-8b32012cac82", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.3, "x": 0.31, "y": 0.65 }, "kind": "chart", "text": "RESPONDENTS' AGE", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Stacked bar chart (100%)", "slug": "bar-stacked-100pct", "status": "active", "canonId": "019de52c-ff14-71b8-8d88-860f8d7da84b", "version": 1, "description": null }, "framework": null }, "subkind": "bar-stacked-100pct", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:27.046+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ec9944f2-dc45-4b25-8783-9b677213ab55", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.18, "x": 0.08, "y": 0.18 }, "kind": "chart", "text": "JOB TITLE", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Pie chart", "slug": "pie", "status": "active", "canonId": "019de52c-ffdb-71bb-a800-5c5ab9f1c373", "version": 1, "description": null }, "framework": null }, "subkind": "pie", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:27.046+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "14d5f385-c905-46ac-a8ac-761333d2e2e5", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "Number of responses: 434", "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": "2026-04-23 22:56:58+00", "model": "claude-code-default", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-9f64-72ba-b412-eacfb7e739b1", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.4, "x": 0.58, "y": 0.01 }, "kind": "paragraph", "text": "Methodology: Computer Assisted Web Interviewing (CAWI)...", "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 19:49:27.046+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "cd754da4-3852-4d0a-aae2-6be1aa3446c2", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.2, "x": 0.03, "y": 0.95 }, "kind": "source-note", "text": "Source: 2021 P&C Underwriting 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. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:27.046+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "836a7ed6-acc5-4caa-ad9c-0afc8bf31a8f", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.28, "x": 0.03, "y": 0.05 }, "kind": "title", "text": "RESPONDENTS' PROFILE", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "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 }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:27.046+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "cf0d7a07-7dd8-4117-b813-dec1b1b40b10", "parentComponentId": null } ], "metrics": [ { "metricRaw": "Number of responses", "numberRaw": "434", "numberKind": "plain", "actionTitle": null, "calloutText": "Balanced split across company and account sizes", "numberScale": null, "numberValue": 434, "metricFamily": "survey_sentiment", "numberCurrency": null } ], "tools": [ { "tool": { "name": "Horizontal Logic", "slug": "horizontal-logic", "status": "active", "bestFor": null, "canonId": "019dd956-9a85-7199-aaa6-4314cd50dcfa", "version": 1, "bodyDocId": null, "description": "Logical grouping at the same level - items must relate coherently", "familyLabel": null, "categoryName": "Loop", "categorySlug": "loop" }, "agent": "Architect", "layer": "loop", "agents": [ "Architect" ], "matchId": "019de0ed-aa8d-728d-a2b8-828a45a4a395", "evidence": "Demographic facets share same level of abstraction across slides.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 55, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 7, "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": "019de0ed-aa38-77da-abcf-f15ba8a2296e", "evidence": "Donut for categorical, stacked bars for ordinal premium/age bands.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 70, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "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": "019de0ed-aa64-761b-8bd2-249399e58843", "evidence": "Purple gradient palette unifies six sub-charts.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 60, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 7, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Small Multiples", "slug": "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": "019de0ed-aa10-73f4-91cb-f9a77734f8a8", "evidence": "Six-panel demographic dashboard with consistent palette.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 80, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 7, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [ { "to": 22, "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": 6, "name": "First Layer", "beatId": "019de0ed-a590-7188-b1af-88fa6b38bceb", "matchId": "019de0ed-a537-73fd-80df-5fcf183430a9", "beatType": null, "evidence": "Methodology + Role of Underwriter section exposes 40% time waste.", "position": 2, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 60 }, { "to": 22, "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": 6, "name": "The Facts (What)", "beatId": "019de0ed-a664-72ab-bbbd-ee61e005d0f0", "matchId": "019de0ed-a63a-7769-97cb-f3303b0ce4f9", "beatType": null, "evidence": "Methodology + activity/time data.", "position": 1, "isPrimaryArc": false, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 50 } ], "loops": [ { "to": 11, "from": 7, "loop": { "name": "34_segmentation_split", "slug": "34-segmentation-split", "status": "active", "bestFor": "Customer analysis, market research, resource allocation", "canonId": "019dd956-7398-77a8-9a5f-2e4d39589f42", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "The Aggregate View -> Segment A Behavior -> Segment B Behavior -> The Insight in the Difference", "description": "Divide a whole into meaningful segments to reveal hidden patterns", "familyLabel": null }, "matchId": "019de0ed-a70f-7226-8ff8-91743b09b900", "evidence": "Five slides decomposing 434 respondents by LOB, account size, age, tenure.", "position": 2, "objective": "Profile sample by line of business and account size", "confidence": 78, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null } } ], "locked": true }, { "page": 8, "type": "analysis", "title": "The slide uses two 100% stacked bar charts to compare age and tenure distributions across four insurance business lines.", "function": "analyze_data", "rawType": "data_table", "block": null, "metadata": { "slideType": "data_table", "slideTypeCanon": { "name": "Data table", "slug": "data_table", "status": "active", "canonId": "019de52d-0bbd-71b9-9918-417f904abbf8", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "dense", "densityScore": 70, "componentCount": 8, "textChars": 549, "nDataPoints": 40, "notes": "The slide uses two 100% stacked bar charts to compare age and tenure distributions across four insurance business lines.", "elementsJson": [ "headline_text", "subtitle_text", "bar_chart_100pct", "callout_box", "numbered_list", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:49:26.752+00", "seconds": 2.679, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b633-bc0f4a0a3ef5/8", "deck": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5", "deckAnchor": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5#slide-8", "deckJson": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "A somewhat more aged workforce in specialty lines; the industry tenure in specialty lines is greater than in consumer and commercial lines", "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": "2026-04-23 22:57:02+00", "model": "claude-code-default", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-9f64-72ba-b413-0bd1931bdd22", "parentComponentId": null }, { "bbox": { "h": 0.45, "w": 0.32, "x": 0.52, "y": 0.18 }, "kind": "chart", "text": "YEARS WORKED IN THE INSURANCE INDUSTRY", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Stacked bar chart (100%)", "slug": "bar-stacked-100pct", "status": "active", "canonId": "019de52c-ff14-71b8-8d88-860f8d7da84b", "version": 1, "description": null }, "framework": null }, "subkind": "bar-stacked-100pct", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:26.752+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c928b75e-ad64-405a-b220-553348833529", "parentComponentId": null }, { "bbox": { "h": 0.45, "w": 0.32, "x": 0.17, "y": 0.18 }, "kind": "chart", "text": "RESPONDENTS' AGE", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Stacked bar chart (100%)", "slug": "bar-stacked-100pct", "status": "active", "canonId": "019de52c-ff14-71b8-8d88-860f8d7da84b", "version": 1, "description": null }, "framework": null }, "subkind": "bar-stacked-100pct", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:26.752+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f414ad13-4c61-4bee-abf4-5874ddc12947", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.45, "x": 0.05, "y": 0.82 }, "kind": "list", "text": "Remarks: 1. A somewhat more aged workforce in specialty lines. 2. The industry tenure in specialty lines is greater than in consumer and commercial lines.", "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 19:49:26.752+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2909b60d-9ba7-4f14-baee-565e165a3de0", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.15, "x": 0.8, "y": 0.82 }, "kind": "list", "text": "Total responses = 434; Personal lines = 76; Commercial lines = 295; Specialty = 50; Reinsurance = 13", "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 19:49:26.752+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a964bbfe-ec3f-4ba9-9b6d-9b2f5c6e51a5", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "Total survey responses: 434", "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": "2026-04-23 22:57:02+00", "model": "claude-code-default", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-9f64-72ba-b413-0d1a374bb56a", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.2, "x": 0.05, "y": 0.95 }, "kind": "source-note", "text": "Source: 2021 P&C Underwriting 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. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:26.752+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4964d9ac-5ac1-458d-a036-a75d68ff799d", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.3, "x": 0.03, "y": 0.05 }, "kind": "title", "text": "RESPONDENTS' PROFILE BY LINE OF BUSINESS", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "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 }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:26.752+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e7fb48f1-ad1f-44bc-979b-9ddaf5035c7d", "parentComponentId": null } ], "metrics": [ { "metricRaw": "Total survey responses", "numberRaw": "434", "numberKind": "plain", "actionTitle": null, "calloutText": "A somewhat more aged workforce in specialty lines; the industry tenure in specialty lines is greater than in consumer and commercial lines", "numberScale": null, "numberValue": 434, "metricFamily": "survey_sentiment", "numberCurrency": null } ], "tools": [ { "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": "019de0ed-aadd-73ff-bf7a-08be54623b5d", "evidence": "Specialty/Reinsurance sample sizes flagged in red.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 60, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 8, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Small Multiples", "slug": "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": "019de0ed-aab5-717c-97f7-366ef6a74ef6", "evidence": "Two parallel 100% stacked bars across LOBs.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 75, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 8, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [ { "to": 22, "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": 6, "name": "First Layer", "beatId": "019de0ed-a590-7188-b1af-88fa6b38bceb", "matchId": "019de0ed-a537-73fd-80df-5fcf183430a9", "beatType": null, "evidence": "Methodology + Role of Underwriter section exposes 40% time waste.", "position": 2, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 60 }, { "to": 22, "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": 6, "name": "The Facts (What)", "beatId": "019de0ed-a664-72ab-bbbd-ee61e005d0f0", "matchId": "019de0ed-a63a-7769-97cb-f3303b0ce4f9", "beatType": null, "evidence": "Methodology + activity/time data.", "position": 1, "isPrimaryArc": false, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 50 } ], "loops": [ { "to": 11, "from": 7, "loop": { "name": "34_segmentation_split", "slug": "34-segmentation-split", "status": "active", "bestFor": "Customer analysis, market research, resource allocation", "canonId": "019dd956-7398-77a8-9a5f-2e4d39589f42", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "The Aggregate View -> Segment A Behavior -> Segment B Behavior -> The Insight in the Difference", "description": "Divide a whole into meaningful segments to reveal hidden patterns", "familyLabel": null }, "matchId": "019de0ed-a70f-7226-8ff8-91743b09b900", "evidence": "Five slides decomposing 434 respondents by LOB, account size, age, tenure.", "position": 2, "objective": "Profile sample by line of business and account size", "confidence": 78, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null } } ], "locked": true }, { "page": 9, "type": "analysis", "title": "The slide uses two 100% stacked bar charts to visualize the distribution of respondents across different premium tiers.", "function": "analyze_data", "rawType": "segmentation", "block": null, "metadata": { "slideType": "segmentation", "slideTypeCanon": { "name": "Segmentation", "slug": "segmentation", "status": "active", "canonId": "019de52d-0917-75d5-9172-1b3b3c2f6400", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "dense", "densityScore": 72, "componentCount": 8, "textChars": 610, "nDataPoints": 36, "notes": "The slide uses two 100% stacked bar charts to visualize the distribution of respondents across different premium tiers.", "elementsJson": [ "headline_text", "subtitle_text", "bar_chart_stacked", "callout_box", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:49:27.294+00", "seconds": 3.121, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b633-bc0f4a0a3ef5/9", "deck": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5", "deckAnchor": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5#slide-9", "deckJson": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Close to 70% of personal lines underwriters interviewed are focused on account <$10K in premiums", "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": "2026-04-23 22:57:04+00", "model": "claude-code-default", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-9f64-72ba-b413-2b2abb6b95e9", "parentComponentId": null }, { "bbox": { "h": 0.4, "w": 0.32, "x": 0.52, "y": 0.27 }, "kind": "chart", "text": "COMPANY'S NET PREMIUMS WRITTEN (USD)", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Stacked bar chart (100%)", "slug": "bar-stacked-100pct", "status": "active", "canonId": "019de52c-ff14-71b8-8d88-860f8d7da84b", "version": 1, "description": null }, "framework": null }, "subkind": "bar-stacked-100pct", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:27.294+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "41ce5d63-7df4-4741-91c8-09b93eb1322d", "parentComponentId": null }, { "bbox": { "h": 0.4, "w": 0.32, "x": 0.17, "y": 0.27 }, "kind": "chart", "text": "AVERAGE ACCOUNT PREMIUM (USD)", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Stacked bar chart (100%)", "slug": "bar-stacked-100pct", "status": "active", "canonId": "019de52c-ff14-71b8-8d88-860f8d7da84b", "version": 1, "description": null }, "framework": null }, "subkind": "bar-stacked-100pct", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:27.294+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "fa3a1339-592f-41ed-a8c7-ef92258376ed", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.15, "x": 0.8, "y": 0.82 }, "kind": "list", "text": "Total responses = 434. Personal lines = 76. Commercial lines = 295. Specialty = 50. Reinsurance = 13.", "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 19:49:27.294+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5eb096eb-ee78-469c-b8f4-9dea8137010a", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.65, "x": 0.05, "y": 0.82 }, "kind": "list", "text": "Remarks: 1. Close to 70% of personal lines underwriters interviewed are focused on account <$10K in premiums. 2. Reinsurance underwriters interviewed work at large companies and focused generally on large accounts.", "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 19:49:27.294+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "851e1f65-89be-4e3d-879d-8417c76581c7", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "Personal lines underwriters focused on <$10K accounts: 67%", "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": "2026-04-23 22:57:04+00", "model": "claude-code-default", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-9f64-72ba-b413-2cbb261e07f1", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.2, "x": 0.05, "y": 0.95 }, "kind": "source-note", "text": "Source: 2021 P&C Underwriting 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. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:27.294+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "53aebc52-6e93-4fcc-bdcf-98ec0a409942", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.28, "x": 0.03, "y": 0.06 }, "kind": "title", "text": "RESPONDENTS' PROFILE BY LINE OF BUSINESS", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "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 }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:27.294+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f347ce86-99e9-4749-8444-5d9d110529e3", "parentComponentId": null } ], "metrics": [ { "metricRaw": "Personal lines underwriters focused on <$10K accounts", "numberRaw": "67%", "numberKind": "percent", "actionTitle": null, "calloutText": "Close to 70% of personal lines underwriters interviewed are focused on account <$10K in premiums", "numberScale": null, "numberValue": 67, "metricFamily": "other", "numberCurrency": null } ], "tools": [ { "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": "019de0ed-ab32-753f-9d38-0fb2c0d577af", "evidence": "Sample-size footnote highlights small-base caveats in red.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 60, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 9, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Small Multiples", "slug": "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": "019de0ed-ab09-77cd-943c-1e701106b7e1", "evidence": "Parallel stacked bars on premium-size and net-premium-written.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 75, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 9, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [ { "to": 22, "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": 6, "name": "First Layer", "beatId": "019de0ed-a590-7188-b1af-88fa6b38bceb", "matchId": "019de0ed-a537-73fd-80df-5fcf183430a9", "beatType": null, "evidence": "Methodology + Role of Underwriter section exposes 40% time waste.", "position": 2, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 60 }, { "to": 22, "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": 6, "name": "The Facts (What)", "beatId": "019de0ed-a664-72ab-bbbd-ee61e005d0f0", "matchId": "019de0ed-a63a-7769-97cb-f3303b0ce4f9", "beatType": null, "evidence": "Methodology + activity/time data.", "position": 1, "isPrimaryArc": false, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 50 } ], "loops": [ { "to": 11, "from": 7, "loop": { "name": "34_segmentation_split", "slug": "34-segmentation-split", "status": "active", "bestFor": "Customer analysis, market research, resource allocation", "canonId": "019dd956-7398-77a8-9a5f-2e4d39589f42", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "The Aggregate View -> Segment A Behavior -> Segment B Behavior -> The Insight in the Difference", "description": "Divide a whole into meaningful segments to reveal hidden patterns", "familyLabel": null }, "matchId": "019de0ed-a70f-7226-8ff8-91743b09b900", "evidence": "Five slides decomposing 434 respondents by LOB, account size, age, tenure.", "position": 2, "objective": "Profile sample by line of business and account size", "confidence": 78, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null } } ], "locked": true }, { "page": 10, "type": "setup", "title": "The slide uses a consistent purple color palette to represent different segments across four stacked bar charts and one donut chart.", "function": "summarize", "rawType": "appendix_data", "block": null, "metadata": { "slideType": "appendix_data", "slideTypeCanon": { "name": "Appendix data", "slug": "appendix_data", "status": "active", "canonId": "019de52d-078a-745b-9ee4-c15f2f539acd", "version": 1, "description": null }, "function": "summarize", "functionCanon": { "name": "Summarize", "slug": "summarize", "status": "active", "canonId": "019de52d-1541-704f-b86f-bf7b75056373", "version": 1, "description": null }, "density": "dense", "densityScore": 71, "componentCount": 12, "textChars": 345, "nDataPoints": 24, "notes": "The slide uses a consistent purple color palette to represent different segments across four stacked bar charts and one donut chart.", "elementsJson": [ "headline_text", "subtitle_text", "big_number", "donut_chart", "bar_chart_stacked", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:49:28.329+00", "seconds": 4.072, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b633-bc0f4a0a3ef5/10", "deck": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5", "deckAnchor": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5#slide-10", "deckJson": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Personal lines-focused underwriters interviewed", "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": "2026-04-23 22:57:08+00", "model": "claude-code-default", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-9f64-72ba-b413-4d0d8b00750c", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.3, "x": 0.665, "y": 0.306 }, "kind": "chart", "text": "COMPANY'S NET PREMIUMS WRITTEN (USD)", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Stacked bar chart (100%)", "slug": "bar-stacked-100pct", "status": "active", "canonId": "019de52c-ff14-71b8-8d88-860f8d7da84b", "version": 1, "description": null }, "framework": null }, "subkind": "bar-stacked-100pct", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:28.329+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "02b0d705-164d-47d2-bcc3-5c8fed0446ba", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.3, "x": 0.309, "y": 0.708 }, "kind": "chart", "text": "RESPONDENTS' AGE", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Stacked bar chart (100%)", "slug": "bar-stacked-100pct", "status": "active", "canonId": "019de52c-ff14-71b8-8d88-860f8d7da84b", "version": 1, "description": null }, "framework": null }, "subkind": "bar-stacked-100pct", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:28.329+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0dd39ec3-151a-4ec1-95e4-96c78f553511", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.3, "x": 0.665, "y": 0.708 }, "kind": "chart", "text": "YEARS WORKED IN THE INSURANCE INDUSTRY", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Stacked bar chart (100%)", "slug": "bar-stacked-100pct", "status": "active", "canonId": "019de52c-ff14-71b8-8d88-860f8d7da84b", "version": 1, "description": null }, "framework": null }, "subkind": "bar-stacked-100pct", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:28.329+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0e26fd2c-2b5b-40f2-a170-26e8a1b65c3f", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.3, "x": 0.309, "y": 0.306 }, "kind": "chart", "text": "AVERAGE ACCOUNT PREMIUM (USD)", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Stacked bar chart (100%)", "slug": "bar-stacked-100pct", "status": "active", "canonId": "019de52c-ff14-71b8-8d88-860f8d7da84b", "version": 1, "description": null }, "framework": null }, "subkind": "bar-stacked-100pct", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:28.329+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6e55a9e8-1d34-4518-94a0-42f41d5be5d2", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.2, "x": 0.03, "y": 0.48 }, "kind": "chart", "text": "JOB TITLE", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Donut chart", "slug": "donut", "status": "active", "canonId": "019de52d-0006-752c-9528-0fef476b8004", "version": 1, "description": null }, "framework": null }, "subkind": "donut", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:28.329+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "97840a97-4d82-418a-83bd-a58969dba487", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.05, "x": 0.03, "y": 0.23 }, "kind": "metric", "text": "76", "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": null, "subkind": { "name": "Big number", "slug": "big-number", "status": "active", "canonId": "019de52c-fc70-70c8-b965-0584548a9204", "version": 1, "description": null }, "framework": null }, "subkind": "big-number", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:28.329+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "46773a07-ea3b-4e42-8a8d-17d651d44ebf", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "Personal lines-focused underwriters interviewed: 76", "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": "2026-04-23 22:57:08+00", "model": "claude-code-default", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-9f64-72ba-b413-517b29905cde", "parentComponentId": null }, { "bbox": { "h": 0.06, "w": 0.15, "x": 0.03, "y": 0.34 }, "kind": "paragraph", "text": "Personal lines-focused underwriters interviewed", "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 19:49:28.329+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "843bb542-06a6-4863-8cb8-9d98d57b7983", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.1, "x": 0.03, "y": 0.1 }, "kind": "paragraph", "text": "PERSONAL LINES", "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 19:49:28.329+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9e8c664e-15fc-48ad-b0fd-439707f9e741", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.2, "x": 0.03, "y": 0.95 }, "kind": "source-note", "text": "Source: 2021 P&C Underwriting 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. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:28.329+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e9b8f0a4-e1d5-426b-b544-dc3970050700", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.28, "x": 0.03, "y": 0.05 }, "kind": "title", "text": "RESPONDENTS' PROFILE", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "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 }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:28.329+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "56605b91-8df4-4f68-8228-72606934d8dd", "parentComponentId": null } ], "metrics": [ { "metricRaw": "Personal lines-focused underwriters interviewed", "numberRaw": "76", "numberKind": "plain", "actionTitle": null, "calloutText": "Personal lines-focused underwriters interviewed", "numberScale": null, "numberValue": 76, "metricFamily": "other", "numberCurrency": null } ], "tools": [ { "tool": { "name": "Audience Definition", "slug": "audience-definition", "status": "active", "bestFor": null, "canonId": "019dd956-7f2a-775d-aeee-ff099bcb7756", "version": 1, "bodyDocId": null, "description": "Six key questions: Who are they? What do they know? What do they believe? What do they care about? What do they fear? What decisions can they make?", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "bc20e7d1-d263-4294-a4f5-f23ddac0b215", "evidence": "Respondents' profile with personal lines-focused underwriters interviewed: 76", "pageRefs": null, "priority": "Core", "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 21:03:03.627643+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 10, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Data Story Arc", "slug": "data-story-arc", "status": "active", "bestFor": null, "canonId": "019dd956-9c30-728e-b974-d3fb123dcf5a", "version": 1, "bodyDocId": null, "description": "Context → Conflict → Insight → Implication structure for data narratives", "familyLabel": null, "categoryName": "Loop", "categorySlug": "loop" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "14a31bb0-5f58-4f0a-9c0a-fb6b17edbe9a", "evidence": " Various charts and metrics describing respondents' profile", "pageRefs": null, "priority": "Core", "whenToUse": null, "confidence": 0.5, "extraction": { "at": "2026-07-16 21:03:03.658908+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 10, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Small Multiples", "slug": "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": "019de0ed-ab5b-730e-9603-904034e57d37", "evidence": "Donut + four stacked bars qualify Personal Lines sample.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 75, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 10, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Von Restorff Effect", "slug": "von-restorff-effect", "status": "active", "bestFor": null, "canonId": "019dd956-beab-73d8-9f62-30d0332e926e", "version": 1, "bodyDocId": null, "description": "Items that stand out are noticed and remembered - make key points visually distinct", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Designer", "layer": "slide", "agents": [ "Designer" ], "matchId": "019de0ed-ab82-77a8-974e-2cb934d3eca0", "evidence": "Big '76' callout anchors the slide.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 70, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 10, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [ { "to": 22, "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": 6, "name": "First Layer", "beatId": "019de0ed-a590-7188-b1af-88fa6b38bceb", "matchId": "019de0ed-a537-73fd-80df-5fcf183430a9", "beatType": null, "evidence": "Methodology + Role of Underwriter section exposes 40% time waste.", "position": 2, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 60 }, { "to": 22, "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": 6, "name": "The Facts (What)", "beatId": "019de0ed-a664-72ab-bbbd-ee61e005d0f0", "matchId": "019de0ed-a63a-7769-97cb-f3303b0ce4f9", "beatType": null, "evidence": "Methodology + activity/time data.", "position": 1, "isPrimaryArc": false, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 50 } ], "loops": [ { "to": 11, "from": 7, "loop": { "name": "34_segmentation_split", "slug": "34-segmentation-split", "status": "active", "bestFor": "Customer analysis, market research, resource allocation", "canonId": "019dd956-7398-77a8-9a5f-2e4d39589f42", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "The Aggregate View -> Segment A Behavior -> Segment B Behavior -> The Insight in the Difference", "description": "Divide a whole into meaningful segments to reveal hidden patterns", "familyLabel": null }, "matchId": "019de0ed-a70f-7226-8ff8-91743b09b900", "evidence": "Five slides decomposing 434 respondents by LOB, account size, age, tenure.", "position": 2, "objective": "Profile sample by line of business and account size", "confidence": 78, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null } } ], "locked": true }, { "page": 11, "type": "analysis", "title": "Includes job title, average account premium, company net premiums, age, and years of experience.", "function": "analyze_data", "rawType": "appendix_data", "block": null, "metadata": { "slideType": "appendix_data", "slideTypeCanon": { "name": "Appendix data", "slug": "appendix_data", "status": "active", "canonId": "019de52d-078a-745b-9ee4-c15f2f539acd", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "dense", "densityScore": 72, "componentCount": 12, "textChars": 359, "nDataPoints": 24, "notes": "Includes job title, average account premium, company net premiums, age, and years of experience.", "elementsJson": [ "headline_text", "subtitle_text", "big_number", "donut_chart", "bar_chart_100pct", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:49:27.444+00", "seconds": 2.903, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b633-bc0f4a0a3ef5/11", "deck": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5", "deckAnchor": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5#slide-11", "deckJson": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "295 Commercial lines-focused underwriters interviewed", "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": "2026-04-23 22:57:17+00", "model": "claude-code-default", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-9f64-72ba-b413-6db350e42805", "parentComponentId": null }, { "bbox": { "h": 0.128, "w": 0.309, "x": 0.665, "y": 0.709 }, "kind": "chart", "text": "YEARS WORKED IN THE INSURANCE INDUSTRY", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Stacked bar chart", "slug": "bar-stacked", "status": "active", "canonId": "019de52c-feec-74bf-9028-15b74f84f0a7", "version": 1, "description": null }, "framework": null }, "subkind": "bar-stacked", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:27.444+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4cc4b287-6d50-4fba-9717-46b40520e3f1", "parentComponentId": null }, { "bbox": { "h": 0.128, "w": 0.309, "x": 0.309, "y": 0.709 }, "kind": "chart", "text": "RESPONDENTS' AGE", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Stacked bar chart", "slug": "bar-stacked", "status": "active", "canonId": "019de52c-feec-74bf-9028-15b74f84f0a7", "version": 1, "description": null }, "framework": null }, "subkind": "bar-stacked", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:27.444+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6912cfea-3167-4503-9925-a9b62cf2fab5", "parentComponentId": null }, { "bbox": { "h": 0.128, "w": 0.309, "x": 0.309, "y": 0.309 }, "kind": "chart", "text": "AVERAGE ACCOUNT PREMIUM (USD)", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Stacked bar chart", "slug": "bar-stacked", "status": "active", "canonId": "019de52c-feec-74bf-9028-15b74f84f0a7", "version": 1, "description": null }, "framework": null }, "subkind": "bar-stacked", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:27.444+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9c1a317a-f2c4-4c03-9941-4b4e7f7bb86b", "parentComponentId": null }, { "bbox": { "h": 0.128, "w": 0.309, "x": 0.665, "y": 0.309 }, "kind": "chart", "text": "COMPANY'S NET PREMIUMS WRITTEN (USD)", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Stacked bar chart", "slug": "bar-stacked", "status": "active", "canonId": "019de52c-feec-74bf-9028-15b74f84f0a7", "version": 1, "description": null }, "framework": null }, "subkind": "bar-stacked", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:27.444+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d8a13ca4-85c5-419a-9309-3d5237baff98", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.15, "x": 0.08, "y": 0.48 }, "kind": "chart", "text": "JOB TITLE", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Donut chart", "slug": "donut", "status": "active", "canonId": "019de52d-0006-752c-9528-0fef476b8004", "version": 1, "description": null }, "framework": null }, "subkind": "donut", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:27.444+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "cfb0fff9-e157-467e-9500-7d3ed6f8e0f7", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.1, "x": 0.03, "y": 0.23 }, "kind": "metric", "text": "295", "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": null, "subkind": { "name": "Big number", "slug": "big-number", "status": "active", "canonId": "019de52c-fc70-70c8-b965-0584548a9204", "version": 1, "description": null }, "framework": null }, "subkind": "big-number", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:27.444+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a524cec3-81c2-4685-b123-32b7481a71c3", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "Commercial lines-focused underwriters interviewed: 295", "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": "2026-04-23 22:57:17+00", "model": "claude-code-default", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-9f64-72ba-b413-73e0951ec06e", "parentComponentId": null }, { "bbox": { "h": 0.06, "w": 0.2, "x": 0.03, "y": 0.34 }, "kind": "paragraph", "text": "Commercial lines-focused underwriters interviewed", "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 19:49:27.444+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b8cbb537-362c-4d51-be16-22cd9f9a71de", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.2, "x": 0.03, "y": 0.95 }, "kind": "source-note", "text": "Source: 2021 P&C Underwriting 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. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:27.444+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "bd5b74fc-85f9-416f-a326-1264edfb6984", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.13, "x": 0.03, "y": 0.1 }, "kind": "subtitle", "text": "COMMERCIAL LINES", "attrs": null, "canon": { "kind": { "name": "Subtitle", "slug": "subtitle", "status": "active", "canonId": "82d821ee-2793-42e7-8f16-c6131385a3ce", "version": 1, "description": "Header-zone supporting text near the title (= ex body.description with bbox)." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:27.444+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1e7fd0d2-b564-46a2-bc66-65c6faf4afa0", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.28, "x": 0.03, "y": 0.05 }, "kind": "title", "text": "RESPONDENTS' PROFILE", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "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 }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:27.444+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "15f6a709-04b0-4f2b-9fab-81911e52ffc5", "parentComponentId": null } ], "metrics": [ { "metricRaw": "Commercial lines-focused underwriters interviewed", "numberRaw": "295", "numberKind": "plain", "actionTitle": null, "calloutText": "295 Commercial lines-focused underwriters interviewed", "numberScale": null, "numberValue": 295, "metricFamily": "other", "numberCurrency": null } ], "tools": [ { "tool": { "name": "Audience Definition", "slug": "audience-definition", "status": "active", "bestFor": null, "canonId": "019dd956-7f2a-775d-aeee-ff099bcb7756", "version": 1, "bodyDocId": null, "description": "Six key questions: Who are they? What do they know? What do they believe? What do they care about? What do they fear? What decisions can they make?", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "fba1c660-f776-4538-8037-db6c74eed4cb", "evidence": "Respondents' profile with commercial lines-focused underwriters interviewed: 295", "pageRefs": null, "priority": "Core", "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 21:03:03.73203+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 11, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Data Story Arc", "slug": "data-story-arc", "status": "active", "bestFor": null, "canonId": "019dd956-9c30-728e-b974-d3fb123dcf5a", "version": 1, "bodyDocId": null, "description": "Context → Conflict → Insight → Implication structure for data narratives", "familyLabel": null, "categoryName": "Loop", "categorySlug": "loop" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "2adbbd26-98e4-42ad-8fc4-45a37ee52627", "evidence": " Various charts and metrics describing respondents' profile", "pageRefs": null, "priority": "Core", "whenToUse": null, "confidence": 0.5, "extraction": { "at": "2026-07-16 21:03:03.765111+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 11, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Small Multiples", "slug": "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": "019de0ed-abab-710c-8fed-11549bb7c907", "evidence": "Donut + four stacked bars qualify Commercial Lines sample.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 75, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 11, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Von Restorff Effect", "slug": "von-restorff-effect", "status": "active", "bestFor": null, "canonId": "019dd956-beab-73d8-9f62-30d0332e926e", "version": 1, "bodyDocId": null, "description": "Items that stand out are noticed and remembered - make key points visually distinct", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Designer", "layer": "slide", "agents": [ "Designer" ], "matchId": "019de0ed-abd3-701c-8aea-554421f52152", "evidence": "Big '295' callout anchors the slide.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 70, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 11, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [ { "to": 22, "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": 6, "name": "First Layer", "beatId": "019de0ed-a590-7188-b1af-88fa6b38bceb", "matchId": "019de0ed-a537-73fd-80df-5fcf183430a9", "beatType": null, "evidence": "Methodology + Role of Underwriter section exposes 40% time waste.", "position": 2, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 60 }, { "to": 22, "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": 6, "name": "The Facts (What)", "beatId": "019de0ed-a664-72ab-bbbd-ee61e005d0f0", "matchId": "019de0ed-a63a-7769-97cb-f3303b0ce4f9", "beatType": null, "evidence": "Methodology + activity/time data.", "position": 1, "isPrimaryArc": false, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 50 } ], "loops": [ { "to": 11, "from": 7, "loop": { "name": "34_segmentation_split", "slug": "34-segmentation-split", "status": "active", "bestFor": "Customer analysis, market research, resource allocation", "canonId": "019dd956-7398-77a8-9a5f-2e4d39589f42", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "The Aggregate View -> Segment A Behavior -> Segment B Behavior -> The Insight in the Difference", "description": "Divide a whole into meaningful segments to reveal hidden patterns", "familyLabel": null }, "matchId": "019de0ed-a70f-7226-8ff8-91743b09b900", "evidence": "Five slides decomposing 434 respondents by LOB, account size, age, tenure.", "position": 2, "objective": "Profile sample by line of business and account size", "confidence": 78, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null } } ], "locked": true }, { "page": 12, "type": "setup", "function": "transition", "rawType": "section_divider", "block": null, "metadata": { "slideType": "section_divider", "slideTypeCanon": { "name": "Section divider", "slug": "section_divider", "status": "active", "canonId": "019de52d-066a-7402-9554-6ae504999041", "version": 1, "description": null }, "function": "transition", "functionCanon": { "name": "Transition", "slug": "transition", "status": "active", "canonId": "019de52d-1365-7149-92aa-66df859e75fd", "version": 1, "description": null }, "density": "sparse", "densityScore": 2, "componentCount": 2, "textChars": 31, "nDataPoints": 0, "notes": null, "elementsJson": [ "headline_text" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:49:26.482+00", "seconds": 1.825, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b633-bc0f4a0a3ef5/12", "deck": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5", "deckAnchor": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5#slide-12", "deckJson": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5.json" }, "components": [ { "bbox": { "h": 0.02, "w": 0.03, "x": 0.95, "y": 0.02 }, "kind": "paragraph", "text": "Index", "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 19:49:26.482+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "883edbd2-f962-4af4-a24e-12182138d294", "parentComponentId": null }, { "bbox": { "h": 0.033, "w": 0.521, "x": 0.033, "y": 0.258 }, "kind": "title", "text": "2. ROLE OF THE UNDERWRITER", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "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 }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:26.482+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c82379f5-34bc-4d26-9cc9-45914ba34db0", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [ { "to": 22, "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": 6, "name": "First Layer", "beatId": "019de0ed-a590-7188-b1af-88fa6b38bceb", "matchId": "019de0ed-a537-73fd-80df-5fcf183430a9", "beatType": null, "evidence": "Methodology + Role of Underwriter section exposes 40% time waste.", "position": 2, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 60 }, { "to": 22, "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": 6, "name": "The Facts (What)", "beatId": "019de0ed-a664-72ab-bbbd-ee61e005d0f0", "matchId": "019de0ed-a63a-7769-97cb-f3303b0ce4f9", "beatType": null, "evidence": "Methodology + activity/time data.", "position": 1, "isPrimaryArc": false, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 50 } ], "loops": [], "locked": true }, { "page": 13, "type": "resolution", "function": "summarize", "rawType": "key_takeaways", "block": null, "metadata": { "slideType": "key_takeaways", "slideTypeCanon": { "name": "Key takeaways", "slug": "key_takeaways", "status": "active", "canonId": "019de52d-06e7-7674-a891-9f7de3b11b6d", "version": 1, "description": null }, "function": "summarize", "functionCanon": { "name": "Summarize", "slug": "summarize", "status": "active", "canonId": "019de52d-1541-704f-b86f-bf7b75056373", "version": 1, "description": null }, "density": "dense", "densityScore": 50, "componentCount": 5, "textChars": 728, "nDataPoints": 8, "notes": null, "elementsJson": [ "headline_text", "subtitle_text", "bullet_list", "numbered_list" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:49:31.398+00", "seconds": 6.719, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b633-bc0f4a0a3ef5/13", "deck": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5", "deckAnchor": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5#slide-13", "deckJson": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Inefficient processes (71% of resp.) and outdated systems (43% of resp.) are the top 2 challenges faced by P&C underwriters", "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": "2026-04-23 22:57:19+00", "model": "claude-code-default", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-9f64-72ba-b413-a8b4c4aee712", "parentComponentId": null }, { "bbox": { "h": 0.65, "w": 0.94, "x": 0.03, "y": 0.22 }, "kind": "list", "text": "Underwriters spend a large share of their time on non-core activities\nInefficient processes (71% of resp.) and outdated systems (43% of resp.) are the top 2 challenges faced by P&C underwriters\nThere is a renewed focus on improving underwriting quality\nFactors expected to have an increased impact on the underwriting function over the next 3 years", "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 19:49:31.398+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "deed4dda-68d7-417b-9eff-eed2a0ad9ee5", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "Share of underwriter time on non-core/admin tasks: ~40%", "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": "2026-04-23 22:57:19+00", "model": "claude-code-default", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-9f64-72ba-b413-b3b5f50a9979", "parentComponentId": null }, { "bbox": null, "kind": "quote", "text": "The top 2 factors driving investments in underwriting are \"improving underwriting quality (risk/pricing outcomes)\" and \"the ease of doing business for customers/producers\"", "attrs": null, "canon": { "kind": { "name": "Quote", "slug": "quote", "status": "active", "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a", "version": 1, "description": "Pull quote or testimonial." }, "tool": { "name": "Authority citation", "slug": "authority-citation", "status": "active", "bestFor": null, "canonId": "019dd9e1-49ae-7557-89ad-3fca70469b45", "version": 1, "bodyDocId": null, "description": "Quoting an authority figure, study, or precedent to lend weight.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-23 22:57:19+00", "model": "claude-code-default", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-9f64-72ba-b413-add9fda5cd7b", "parentComponentId": null }, { "bbox": { "h": 0.11, "w": 0.48, "x": 0.03, "y": 0.06 }, "kind": "title", "text": "ROLE OF THE UNDERWRITER SUMMARY", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "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 }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:31.398+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ee7eb7c5-b882-4b03-8f8f-2f8925a13953", "parentComponentId": null } ], "metrics": [ { "metricRaw": "Share of underwriter time on non-core/admin tasks", "numberRaw": "~40%", "numberKind": "percent", "actionTitle": null, "calloutText": "Inefficient processes (71% of resp.) and outdated systems (43% of resp.) are the top 2 challenges faced by P&C underwriters", "numberScale": null, "numberValue": 40, "metricFamily": "share_penetration", "numberCurrency": null } ], "tools": [ { "tool": { "name": "Data Story Arc", "slug": "data-story-arc", "status": "active", "bestFor": null, "canonId": "019dd956-9c30-728e-b974-d3fb123dcf5a", "version": 1, "bodyDocId": null, "description": "Context → Conflict → Insight → Implication structure for data narratives", "familyLabel": null, "categoryName": "Loop", "categorySlug": "loop" }, "agent": "Storyteller", "layer": "loop", "agents": [ "Storyteller" ], "matchId": "019de0ed-ac4e-7079-b307-4b9fd11039a6", "evidence": "Section moves Context (time data) -> Conflict (challenges) -> Insight (drivers) -> Implication (3-yr factors).", "pageRefs": null, "priority": "Core", "whenToUse": null, "confidence": 55, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 13, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "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.", "canonId": "019dd956-ac70-700b-a608-ba58e78f5dcc", "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": [ "Architect" ], "matchId": "019de0ed-abf9-7559-9973-481c538aad75", "evidence": "Bolded bullet headlines act as mini action titles per the brief.", "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": 60, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 13, "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": "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": "019de0ed-ac23-7269-9732-343304262bd0", "evidence": "Each bullet states a so-what claim with supporting metric.", "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": 60, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 13, "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). The recursion is what guarantees the implication makes it into ink.", "antipattern": "Stopping at the first tighter description (still a fact, not an implication), regressing past the audience's decision space into philosophy, smuggling the so-what into speaker notes, or re-using an implication aimed at a previous audience.", "cardinality": null, "narrativePurpose": "Forces every analytical artefact to close the gap between fact and decision, so the reader holds the recommendation by reading titles alone rather than reconstructing the analyst's mental model from raw evidence." } ], "frameworks": [], "arcBeats": [ { "to": 22, "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": 6, "name": "First Layer", "beatId": "019de0ed-a590-7188-b1af-88fa6b38bceb", "matchId": "019de0ed-a537-73fd-80df-5fcf183430a9", "beatType": null, "evidence": "Methodology + Role of Underwriter section exposes 40% time waste.", "position": 2, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 60 }, { "to": 22, "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": 6, "name": "The Facts (What)", "beatId": "019de0ed-a664-72ab-bbbd-ee61e005d0f0", "matchId": "019de0ed-a63a-7769-97cb-f3303b0ce4f9", "beatType": null, "evidence": "Methodology + activity/time data.", "position": 1, "isPrimaryArc": false, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 50 } ], "loops": [ { "to": 22, "from": 13, "loop": { "name": "10_iceberg", "slug": "10-iceberg", "status": "active", "bestFor": "Consulting, complex problem solving, organizational change", "canonId": "019dd956-69f4-738c-852a-643798da0899", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "The Symptom (Visible) -> The System (Hidden) -> The Root Cause", "description": "Reveal that the visible problem is merely a symptom of a deeper root cause", "familyLabel": null }, "matchId": "019de0ed-a738-76ab-a189-5b29a470e388", "evidence": "p.14 visible time-waste -> p.16-18 ineffective systems cited 71% -> p.19-22 investment drivers.", "position": 3, "objective": "Show 40% non-core time symptom is driven by hidden systems/process root cause", "confidence": 65, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null } } ], "locked": true }, { "page": 14, "type": "analysis", "title": "The slide uses a donut chart for high-level categorization and a horizontal bar chart for granular activity breakdown.", "function": "analyze_data", "rawType": "data_table", "block": null, "metadata": { "slideType": "data_table", "slideTypeCanon": { "name": "Data table", "slug": "data_table", "status": "active", "canonId": "019de52d-0bbd-71b9-9918-417f904abbf8", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "dense", "densityScore": 55, "componentCount": 7, "textChars": 399, "nDataPoints": 11, "notes": "The slide uses a donut chart for high-level categorization and a horizontal bar chart for granular activity breakdown.", "elementsJson": [ "headline_text", "subtitle_text", "donut_chart", "bar_chart_horizontal", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:49:27.418+00", "seconds": 2.671, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b633-bc0f4a0a3ef5/14", "deck": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5", "deckAnchor": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5#slide-14", "deckJson": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5.json" }, "components": [ { "bbox": { "h": 0.65, "w": 0.45, "x": 0.5, "y": 0.25 }, "kind": "chart", "text": "Horizontal bar chart detailing specific activities from 19% to 5%", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Horizontal bar chart", "slug": "bar-horizontal", "status": "active", "canonId": "019de52c-fec4-7221-986b-1cb5f5e84b1f", "version": 1, "description": null }, "framework": null }, "subkind": "bar-horizontal", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:27.418+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "18668302-a570-4602-898a-d8daac40d926", "parentComponentId": null }, { "bbox": { "h": 0.55, "w": 0.35, "x": 0.05, "y": 0.25 }, "kind": "chart", "text": "Donut chart showing 30% Risk Analysis/Pricing, 31% Negotiation and sales, 39% Non-core and administration", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Donut chart", "slug": "donut", "status": "active", "canonId": "019de52d-0006-752c-9528-0fef476b8004", "version": 1, "description": null }, "framework": null }, "subkind": "donut", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:27.418+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0455629a-6fc0-4935-8a47-d04bced9f08f", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "Share of underwriter time on non-core and administration: 39%", "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": "2026-04-23 22:57:19+00", "model": "claude-code-default", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-9f64-72ba-b413-8f92536962c3", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.4, "x": 0.03, "y": 0.13 }, "kind": "paragraph", "text": "Q1: How much time do you spend each month on the following activities?", "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 19:49:27.418+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a8ea588f-d346-4e24-871a-30dd55823c83", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.2, "x": 0.03, "y": 0.95 }, "kind": "source-note", "text": "Source: 2021 P&C Underwriting 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. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:27.418+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "3eb3daaa-4511-4630-b948-66fc3998dcda", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.15, "x": 0.82, "y": 0.95 }, "kind": "source-note", "text": "Number of responses = 434", "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. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:27.418+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d8f71bd2-e88a-4cca-ae1c-b4d4ab31edd1", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.45, "x": 0.03, "y": 0.05 }, "kind": "title", "text": "TIME ALLOCATION BY TYPE OF ACTIVITITY", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "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 }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:27.418+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "65da15fd-b920-4671-831a-757d165c7627", "parentComponentId": null } ], "metrics": [ { "metricRaw": "Share of underwriter time on non-core and administration", "numberRaw": "39%", "numberKind": "percent", "actionTitle": null, "calloutText": null, "numberScale": null, "numberValue": 39, "metricFamily": "share_penetration", "numberCurrency": null } ], "tools": [ { "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": "019de0ed-ac77-768a-a3db-6dcb3421fdd4", "evidence": "Donut for share split + bar chart for ranked activity decomposition.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 80, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 14, "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": "019de0ed-ac9e-752f-8dad-173f361502cd", "evidence": "Bar colors map directly to donut segments (purple variants + gray).", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 75, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 14, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Von Restorff Effect", "slug": "von-restorff-effect", "status": "active", "bestFor": null, "canonId": "019dd956-beab-73d8-9f62-30d0332e926e", "version": 1, "bodyDocId": null, "description": "Items that stand out are noticed and remembered - make key points visually distinct", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Designer", "layer": "slide", "agents": [ "Designer" ], "matchId": "019de0ed-acc5-7668-8e1f-9ef1c32dc840", "evidence": "Gray non-core slice contrasts purple to flag waste.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 70, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 14, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [ { "to": 22, "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": 6, "name": "First Layer", "beatId": "019de0ed-a590-7188-b1af-88fa6b38bceb", "matchId": "019de0ed-a537-73fd-80df-5fcf183430a9", "beatType": null, "evidence": "Methodology + Role of Underwriter section exposes 40% time waste.", "position": 2, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 60 }, { "to": 22, "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": 6, "name": "The Facts (What)", "beatId": "019de0ed-a664-72ab-bbbd-ee61e005d0f0", "matchId": "019de0ed-a63a-7769-97cb-f3303b0ce4f9", "beatType": null, "evidence": "Methodology + activity/time data.", "position": 1, "isPrimaryArc": false, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 50 } ], "loops": [ { "to": 22, "from": 13, "loop": { "name": "10_iceberg", "slug": "10-iceberg", "status": "active", "bestFor": "Consulting, complex problem solving, organizational change", "canonId": "019dd956-69f4-738c-852a-643798da0899", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "The Symptom (Visible) -> The System (Hidden) -> The Root Cause", "description": "Reveal that the visible problem is merely a symptom of a deeper root cause", "familyLabel": null }, "matchId": "019de0ed-a738-76ab-a189-5b29a470e388", "evidence": "p.14 visible time-waste -> p.16-18 ineffective systems cited 71% -> p.19-22 investment drivers.", "position": 3, "objective": "Show 40% non-core time symptom is driven by hidden systems/process root cause", "confidence": 65, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null } } ], "locked": true }, { "page": 15, "type": "analysis", "title": "The slide uses stacked bar charts to visualize survey data regarding underwriter time allocation.", "function": "analyze_data", "rawType": "data_table", "block": null, "metadata": { "slideType": "data_table", "slideTypeCanon": { "name": "Data table", "slug": "data_table", "status": "active", "canonId": "019de52d-0bbd-71b9-9918-417f904abbf8", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 86, "componentCount": 10, "textChars": 876, "nDataPoints": 24, "notes": "The slide uses stacked bar charts to visualize survey data regarding underwriter time allocation.", "elementsJson": [ "headline_text", "subtitle_text", "bar_chart_100pct", "callout_box", "numbered_list", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:49:28.476+00", "seconds": 3.443, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b633-bc0f4a0a3ef5/15", "deck": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5", "deckAnchor": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5#slide-15", "deckJson": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Personal lines underwriters spend less time on core activities than commercial lines underwriters", "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": "2026-04-23 22:57:38+00", "model": "claude-code-default", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-9f64-72ba-b414-06a01b3f49f6", "parentComponentId": null }, { "bbox": { "h": 0.45, "w": 0.45, "x": 0.55, "y": 0.28 }, "kind": "chart", "text": "Average Account Premium time allocation", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Stacked bar chart (100%)", "slug": "bar-stacked-100pct", "status": "active", "canonId": "019de52c-ff14-71b8-8d88-860f8d7da84b", "version": 1, "description": null }, "framework": null }, "subkind": "bar-stacked-100pct", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:28.476+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "17406276-173f-479d-91b4-d60f2e692107", "parentComponentId": null }, { "bbox": { "h": 0.45, "w": 0.45, "x": 0.03, "y": 0.28 }, "kind": "chart", "text": "Line of Business time allocation", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Stacked bar chart (100%)", "slug": "bar-stacked-100pct", "status": "active", "canonId": "019de52c-ff14-71b8-8d88-860f8d7da84b", "version": 1, "description": null }, "framework": null }, "subkind": "bar-stacked-100pct", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:28.476+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7c90fdae-f4e2-401e-9208-cac69a322a15", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.45, "x": 0.28, "y": 0.76 }, "kind": "legend", "text": "Risk Analysis/Pricing, Negotiation and sales, Non-core and administration", "attrs": null, "canon": { "kind": { "name": "Legend", "slug": "legend", "status": "active", "canonId": "31361933-3d22-4c70-bbad-0801e9fffc0c", "version": 1, "description": "Color/symbol decoder placed adjacent to a chart or diagram." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:28.476+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "69b3f161-7fe1-4107-ad3c-556bf01719b4", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.75, "x": 0.05, "y": 0.82 }, "kind": "list", "text": "Personal lines underwriters spend less time on core activities than commercial lines underwriters. Driven by the incidence of personal lines, underwriters working on smaller accounts spend less time on core activities than commercial lines underwriters.", "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 19:49:28.476+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a831d41e-b925-4c76-8de5-61b8c388bdb1", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "Share of time on non-core and administration (Personal Lines): 46%", "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": "2026-04-23 22:57:38+00", "model": "claude-code-default", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-9f64-72ba-b414-08281ad2adf3", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.2, "x": 0.03, "y": 0.95 }, "kind": "source-note", "text": "Source: 2021 Life Underwriting 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. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:28.476+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a6f94991-a0bc-4a9f-9593-3e0626279076", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.5, "x": 0.03, "y": 0.12 }, "kind": "subtitle", "text": "Q1: What percentage of your time do you spend each month on the following activities?", "attrs": null, "canon": { "kind": { "name": "Subtitle", "slug": "subtitle", "status": "active", "canonId": "82d821ee-2793-42e7-8f16-c6131385a3ce", "version": 1, "description": "Header-zone supporting text near the title (= ex body.description with bbox)." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:28.476+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a3f49490-35a1-4b4e-be44-076a6ab5b0fe", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.15, "x": 0.81, "y": 0.76 }, "kind": "table", "text": "Total responses = 434; Personal lines = 76; Commercial lines = 295; Specialty = 50; Reinsurance = 13; <$10K = 111; $10-49K = 104; $50-249K = 128; +$250K = 91", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:28.476+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "35c498b6-2d8b-40a8-aaeb-f9843bb2f1d4", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.45, "x": 0.03, "y": 0.05 }, "kind": "title", "text": "TIME ALLOCATION BY TYPE OF ACTIVITITY", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "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 }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:28.476+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "293393b2-c0fb-41cc-ad04-679af6ba107c", "parentComponentId": null } ], "metrics": [ { "metricRaw": "Share of time on non-core and administration (Personal Lines)", "numberRaw": "46%", "numberKind": "percent", "actionTitle": null, "calloutText": "Personal lines underwriters spend less time on core activities than commercial lines underwriters", "numberScale": null, "numberValue": 46, "metricFamily": "share_penetration", "numberCurrency": null } ], "tools": [ { "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": "019de0ed-ad17-77d9-a708-1d3e3ddd2b76", "evidence": "Numbered remarks callout interprets two specific patterns.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 65, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 15, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Small Multiples", "slug": "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": "019de0ed-acee-711b-940b-618190ef6ded", "evidence": "Two side-by-side stacked bars (by LOB and account size).", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 70, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 15, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [ { "to": 22, "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": 6, "name": "First Layer", "beatId": "019de0ed-a590-7188-b1af-88fa6b38bceb", "matchId": "019de0ed-a537-73fd-80df-5fcf183430a9", "beatType": null, "evidence": "Methodology + Role of Underwriter section exposes 40% time waste.", "position": 2, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 60 }, { "to": 22, "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": 6, "name": "The Facts (What)", "beatId": "019de0ed-a664-72ab-bbbd-ee61e005d0f0", "matchId": "019de0ed-a63a-7769-97cb-f3303b0ce4f9", "beatType": null, "evidence": "Methodology + activity/time data.", "position": 1, "isPrimaryArc": false, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 50 } ], "loops": [ { "to": 22, "from": 13, "loop": { "name": "10_iceberg", "slug": "10-iceberg", "status": "active", "bestFor": "Consulting, complex problem solving, organizational change", "canonId": "019dd956-69f4-738c-852a-643798da0899", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "The Symptom (Visible) -> The System (Hidden) -> The Root Cause", "description": "Reveal that the visible problem is merely a symptom of a deeper root cause", "familyLabel": null }, "matchId": "019de0ed-a738-76ab-a189-5b29a470e388", "evidence": "p.14 visible time-waste -> p.16-18 ineffective systems cited 71% -> p.19-22 investment drivers.", "position": 3, "objective": "Show 40% non-core time symptom is driven by hidden systems/process root cause", "confidence": 65, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null } } ], "locked": true }, { "page": 16, "type": "analysis", "title": "The slide presents survey data from 434 respondents regarding underwriting function challenges.", "function": "diagnose", "rawType": "pain_points", "block": null, "metadata": { "slideType": "pain_points", "slideTypeCanon": { "name": "Pain points", "slug": "pain_points", "status": "active", "canonId": "019de52d-08a0-761d-a14f-1dbc5e447381", "version": 1, "description": null }, "function": "diagnose", "functionCanon": { "name": "Diagnose", "slug": "diagnose", "status": "active", "canonId": "019de52d-1657-7223-acc5-7437d878c850", "version": 1, "description": null }, "density": "dense", "densityScore": 74, "componentCount": 8, "textChars": 769, "nDataPoints": 9, "notes": "The slide presents survey data from 434 respondents regarding underwriting function challenges.", "elementsJson": [ "headline_text", "subtitle_text", "bar_chart_horizontal", "numbered_list", "callout_box", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:49:27.849+00", "seconds": 2.694, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b633-bc0f4a0a3ef5/16", "deck": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5", "deckAnchor": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5#slide-16", "deckJson": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Q2: What are the main challenges within your underwriting function that impact your ability to achieve your business objectives? Please select top 3", "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": "2026-04-23 22:57:32+00", "model": "claude-code-default", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-9f64-72ba-b413-cbbd1d5f2293", "parentComponentId": null }, { "bbox": { "h": 0.65, "w": 0.6, "x": 0.33, "y": 0.25 }, "kind": "chart", "text": "Bar chart showing percentage of respondents for various underwriting challenges", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Horizontal bar chart", "slug": "bar-horizontal", "status": "active", "canonId": "019de52c-fec4-7221-986b-1cb5f5e84b1f", "version": 1, "description": null }, "framework": null }, "subkind": "bar-horizontal", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:27.849+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "061f5bfe-1128-48f2-a9a9-df27feba3c2a", "parentComponentId": null }, { "bbox": { "h": 0.45, "w": 0.25, "x": 0.05, "y": 0.035 }, "kind": "list", "text": "1. Ineffective and outdated systems\n2. Lack of information/analytics at the point of need\n3. Poor access or organization of underwriting information\n4. Insufficient focus on training/talent development\n5. Lack of product options", "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": "Numbered list", "slug": "numbered", "status": "active", "canonId": "019de52c-fcc0-7718-a284-a4250c805df2", "version": 1, "description": null }, "framework": null }, "subkind": "numbered", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:27.849+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "3f52ff65-7699-4c9f-a813-fa71a4c15a6c", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "Share citing ineffective systems/redundant inputs as main challenge: 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": "2026-04-23 22:57:32+00", "model": "claude-code-default", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-9f64-72ba-b413-ccb9c962af69", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.15, "x": 0.82, "y": 0.95 }, "kind": "source-note", "text": "Number of responses = 434", "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. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:27.849+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b55b7dab-6cf4-4334-a752-b662b1007558", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.2, "x": 0.03, "y": 0.95 }, "kind": "source-note", "text": "Source: 2021 P&C Underwriting 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. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:27.849+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "bdb9a4a0-ac3f-49f2-bd02-267d20881f64", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.9, "x": 0.03, "y": 0.13 }, "kind": "subtitle", "text": "Q2: What are the main challenges within your underwriting function that impact your ability to achieve your business objectives? Please select top 3", "attrs": null, "canon": { "kind": { "name": "Subtitle", "slug": "subtitle", "status": "active", "canonId": "82d821ee-2793-42e7-8f16-c6131385a3ce", "version": 1, "description": "Header-zone supporting text near the title (= ex body.description with bbox)." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:27.849+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5d2ed525-0c1e-4020-8cc5-21c4bcd34db5", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.45, "x": 0.03, "y": 0.05 }, "kind": "title", "text": "CHALLENGES IMPACTING UNDERWRITERS", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "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 }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:27.849+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9fb54a6a-2016-4bd6-87b2-90630b39bc86", "parentComponentId": null } ], "metrics": [ { "metricRaw": "Share citing ineffective systems/redundant inputs as main challenge", "numberRaw": "71%", "numberKind": "percent", "actionTitle": null, "calloutText": "Q2: What are the main challenges within your underwriting function that impact your ability to achieve your business objectives? Please select top 3", "numberScale": null, "numberValue": 71, "metricFamily": "share_penetration", "numberCurrency": null } ], "tools": [ { "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": "019de0ed-ad40-72a8-afee-5196b02858da", "evidence": "Horizontal bar chart appropriate for ranked challenges.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 80, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 16, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Von Restorff Effect", "slug": "von-restorff-effect", "status": "active", "bestFor": null, "canonId": "019dd956-beab-73d8-9f62-30d0332e926e", "version": 1, "bodyDocId": null, "description": "Items that stand out are noticed and remembered - make key points visually distinct", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Designer", "layer": "slide", "agents": [ "Designer" ], "matchId": "019de0ed-ad67-7154-ad68-82cf2c8dfbd9", "evidence": "Top-5 challenges isolated in purple side panel.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 70, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 16, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [ { "to": 22, "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": 6, "name": "First Layer", "beatId": "019de0ed-a590-7188-b1af-88fa6b38bceb", "matchId": "019de0ed-a537-73fd-80df-5fcf183430a9", "beatType": null, "evidence": "Methodology + Role of Underwriter section exposes 40% time waste.", "position": 2, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 60 }, { "to": 22, "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": 6, "name": "The Facts (What)", "beatId": "019de0ed-a664-72ab-bbbd-ee61e005d0f0", "matchId": "019de0ed-a63a-7769-97cb-f3303b0ce4f9", "beatType": null, "evidence": "Methodology + activity/time data.", "position": 1, "isPrimaryArc": false, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 50 } ], "loops": [ { "to": 22, "from": 13, "loop": { "name": "10_iceberg", "slug": "10-iceberg", "status": "active", "bestFor": "Consulting, complex problem solving, organizational change", "canonId": "019dd956-69f4-738c-852a-643798da0899", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "The Symptom (Visible) -> The System (Hidden) -> The Root Cause", "description": "Reveal that the visible problem is merely a symptom of a deeper root cause", "familyLabel": null }, "matchId": "019de0ed-a738-76ab-a189-5b29a470e388", "evidence": "p.14 visible time-waste -> p.16-18 ineffective systems cited 71% -> p.19-22 investment drivers.", "position": 3, "objective": "Show 40% non-core time symptom is driven by hidden systems/process root cause", "confidence": 65, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null } } ], "locked": true }, { "page": 17, "type": "analysis", "title": "The chart highlights specific pain points in underwriting processes, with a focus on systems and training.", "function": "diagnose", "rawType": "pain_points", "block": null, "metadata": { "slideType": "pain_points", "slideTypeCanon": { "name": "Pain points", "slug": "pain_points", "status": "active", "canonId": "019de52d-08a0-761d-a14f-1dbc5e447381", "version": 1, "description": null }, "function": "diagnose", "functionCanon": { "name": "Diagnose", "slug": "diagnose", "status": "active", "canonId": "019de52d-1657-7223-acc5-7437d878c850", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 82, "componentCount": 9, "textChars": 836, "nDataPoints": 25, "notes": "The chart highlights specific pain points in underwriting processes, with a focus on systems and training.", "elementsJson": [ "headline_text", "subtitle_text", "bar_chart_grouped", "callout_box", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:49:31.888+00", "seconds": 6.279, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b633-bc0f4a0a3ef5/17", "deck": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5", "deckAnchor": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5#slide-17", "deckJson": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Specialty underwriters are facing systems inefficiencies and manual processes to a larger extent than their personal and commercial lines peers", "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": "2026-04-23 22:57:37+00", "model": "claude-code-default", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-9f64-72ba-b413-e9ebcf17a642", "parentComponentId": null }, { "bbox": { "h": 0.5, "w": 0.95, "x": 0.03, "y": 0.2 }, "kind": "chart", "text": null, "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Grouped bar chart", "slug": "bar-grouped", "status": "active", "canonId": "019de52c-ff3b-751e-a8ff-f21ff11097b1", "version": 1, "description": null }, "framework": null }, "subkind": "bar-grouped", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:31.888+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5936fba6-b22c-4970-87ee-a38bc569f6ae", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.5, "x": 0.03, "y": 0.75 }, "kind": "legend", "text": "Overall, Personal lines, Commercial lines, Specialty, Reinsurance", "attrs": null, "canon": { "kind": { "name": "Legend", "slug": "legend", "status": "active", "canonId": "31361933-3d22-4c70-bbad-0801e9fffc0c", "version": 1, "description": "Color/symbol decoder placed adjacent to a chart or diagram." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:31.888+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0b3f869f-bf04-465b-92b9-8d832b8cb3d1", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.7, "x": 0.03, "y": 0.85 }, "kind": "list", "text": "Specialty underwriters are facing systems inefficiencies and manual processes to a larger extent than their personal and commercial lines peers. Personal lines underwriters mention insufficient training as a particular challenge within their organizations.", "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 19:49:31.888+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5d9ca9e5-2d74-4ccc-acf7-da852e81b910", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "Ineffective systems/manual processes cited as challenge (Specialty): 76%", "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": "2026-04-23 22:57:37+00", "model": "claude-code-default", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-9f64-72ba-b413-ed8f310c36df", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.15, "x": 0.8, "y": 0.8 }, "kind": "paragraph", "text": "Total responses = 434; Personal lines = 76; Commercial lines = 295; Specialty = 50; Reinsurance = 13", "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 19:49:31.888+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "80321600-07bc-4145-9df2-f15d8f225f0c", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.2, "x": 0.03, "y": 0.95 }, "kind": "source-note", "text": "Source: 2021 P&C Underwriting 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. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:31.888+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "fcd7331e-8d55-46c9-a073-dcfd1767e1f3", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.85, "x": 0.03, "y": 0.12 }, "kind": "subtitle", "text": "Q2: What are the main challenges within your underwriting function that impact your ability to achieve your business objectives? Please select top 3", "attrs": null, "canon": { "kind": { "name": "Subtitle", "slug": "subtitle", "status": "active", "canonId": "82d821ee-2793-42e7-8f16-c6131385a3ce", "version": 1, "description": "Header-zone supporting text near the title (= ex body.description with bbox)." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:31.888+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "704dad7d-be0d-4ad8-a703-bec7ddcec60e", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.25, "x": 0.03, "y": 0.05 }, "kind": "title", "text": "TOP 5 CHALLENGES", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "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 }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:31.888+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ca3a6a44-a8ea-4b6f-8e60-9546a9e87680", "parentComponentId": null } ], "metrics": [ { "metricRaw": "Ineffective systems/manual processes cited as challenge (Specialty)", "numberRaw": "76%", "numberKind": "percent", "actionTitle": null, "calloutText": "Specialty underwriters are facing systems inefficiencies and manual processes to a larger extent than their personal and commercial lines peers", "numberScale": null, "numberValue": 76, "metricFamily": "other", "numberCurrency": null } ], "tools": [ { "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": "019de0ed-adb9-7050-88f9-e48980702080", "evidence": "Yellow dashed boxes highlight Specialty 76% and Personal 43%.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 75, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 17, "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": "019de0ed-ad91-74b1-9551-6b284f4a4bf4", "evidence": "Grouped bar chart compares 5 LOBs across 5 challenges.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 75, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 17, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [ { "to": 22, "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": 6, "name": "First Layer", "beatId": "019de0ed-a590-7188-b1af-88fa6b38bceb", "matchId": "019de0ed-a537-73fd-80df-5fcf183430a9", "beatType": null, "evidence": "Methodology + Role of Underwriter section exposes 40% time waste.", "position": 2, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 60 }, { "to": 22, "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": 6, "name": "The Facts (What)", "beatId": "019de0ed-a664-72ab-bbbd-ee61e005d0f0", "matchId": "019de0ed-a63a-7769-97cb-f3303b0ce4f9", "beatType": null, "evidence": "Methodology + activity/time data.", "position": 1, "isPrimaryArc": false, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 50 } ], "loops": [ { "to": 22, "from": 13, "loop": { "name": "10_iceberg", "slug": "10-iceberg", "status": "active", "bestFor": "Consulting, complex problem solving, organizational change", "canonId": "019dd956-69f4-738c-852a-643798da0899", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "The Symptom (Visible) -> The System (Hidden) -> The Root Cause", "description": "Reveal that the visible problem is merely a symptom of a deeper root cause", "familyLabel": null }, "matchId": "019de0ed-a738-76ab-a189-5b29a470e388", "evidence": "p.14 visible time-waste -> p.16-18 ineffective systems cited 71% -> p.19-22 investment drivers.", "position": 3, "objective": "Show 40% non-core time symptom is driven by hidden systems/process root cause", "confidence": 65, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null } } ], "locked": true }, { "page": 18, "type": "analysis", "title": "Yellow dashed boxes highlight specific segments where smaller accounts report higher challenges.", "function": "diagnose", "rawType": "pain_points", "block": null, "metadata": { "slideType": "pain_points", "slideTypeCanon": { "name": "Pain points", "slug": "pain_points", "status": "active", "canonId": "019de52d-08a0-761d-a14f-1dbc5e447381", "version": 1, "description": null }, "function": "diagnose", "functionCanon": { "name": "Diagnose", "slug": "diagnose", "status": "active", "canonId": "019de52d-1657-7223-acc5-7437d878c850", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 84, "componentCount": 9, "textChars": 936, "nDataPoints": 25, "notes": "Yellow dashed boxes highlight specific segments where smaller accounts report higher challenges.", "elementsJson": [ "headline_text", "bar_chart_grouped", "callout_box", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:49:28.398+00", "seconds": 2.721, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b633-bc0f4a0a3ef5/18", "deck": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5", "deckAnchor": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5#slide-18", "deckJson": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Underwriters focused on smaller accounts highlight the lack of data analytics at the point of need and insufficient training as particularly challenging to a greater extent than underwriters of accounts >$10K", "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": "2026-04-23 22:57:46+00", "model": "claude-code-default", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-9f64-72ba-b414-43c72f5d0d09", "parentComponentId": null }, { "bbox": { "h": 0.45, "w": 0.95, "x": 0.03, "y": 0.23 }, "kind": "chart", "text": "Grouped bar chart showing 5 categories of challenges segmented by account size", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Grouped bar chart", "slug": "bar-grouped", "status": "active", "canonId": "019de52c-ff3b-751e-a8ff-f21ff11097b1", "version": 1, "description": null }, "framework": null }, "subkind": "bar-grouped", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:28.398+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "56c65abf-9867-44c8-b673-8813a801332c", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.4, "x": 0.03, "y": 0.75 }, "kind": "legend", "text": "Overall, <$10K, $10-49K, $50-249K, +$250K", "attrs": null, "canon": { "kind": { "name": "Legend", "slug": "legend", "status": "active", "canonId": "31361933-3d22-4c70-bbad-0801e9fffc0c", "version": 1, "description": "Color/symbol decoder placed adjacent to a chart or diagram." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:28.398+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1b88dff0-6a75-4bc0-bcd3-21132ccaa6e5", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "Underwriters citing ineffective systems/redundant inputs/manual processes as a top challenge (+$250K segment): 78%", "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": "2026-04-23 22:57:46+00", "model": "claude-code-default", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-9f64-72ba-b414-47bde3fada3b", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.8, "x": 0.03, "y": 0.13 }, "kind": "paragraph", "text": "Q2: What are the main challenges within your underwriting function that impact your ability to achieve your business objectives? Please select top 3", "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 19:49:28.398+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6a9294d8-1607-46bb-ad7a-71a16d0e415c", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.7, "x": 0.03, "y": 0.85 }, "kind": "paragraph", "text": "Remarks: Underwriters focused on smaller accounts highlight the lack of data analytics at the point of need and insufficient training as particularly challenging to a greater extent than underwriters of accounts >$10K", "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 19:49:28.398+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "dd3e1fc9-3135-4890-a50b-dca4afdab8df", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.2, "x": 0.03, "y": 0.95 }, "kind": "source-note", "text": "Source: 2021 P&C Underwriting 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. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:28.398+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "05a7b575-ddb9-4ddd-a2ae-9b4055855270", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.15, "x": 0.8, "y": 0.8 }, "kind": "table", "text": "Total responses = 434; >$10K = 111; $10-49K = 104; $50-249K = 128; +$250K = 91", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:28.398+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ea4aff98-3df1-4d3f-916a-ab5995ef9774", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.25, "x": 0.03, "y": 0.05 }, "kind": "title", "text": "TOP 5 CHALLENGES", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "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 }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:28.398+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9f6fd530-4013-44a4-9b99-71ea96851dcd", "parentComponentId": null } ], "metrics": [ { "metricRaw": "Underwriters citing ineffective systems/redundant inputs/manual processes as a top challenge (+$250K segment)", "numberRaw": "78%", "numberKind": "percent", "actionTitle": null, "calloutText": "Underwriters focused on smaller accounts highlight the lack of data analytics at the point of need and insufficient training as particularly challenging to a greater extent than underwriters of accounts >$10K", "numberScale": null, "numberValue": 78, "metricFamily": "other", "numberCurrency": null } ], "tools": [ { "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": "019de0ed-ae08-73cd-bc90-cfc086a4ec63", "evidence": "Yellow-dashed highlights on <$10K bars reinforce remarks.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 75, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 18, "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": "019de0ed-addf-7522-bf42-8ec2867c4555", "evidence": "Grouped bar chart segments challenges by account-size bands.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 75, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 18, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [ { "to": 22, "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": 6, "name": "First Layer", "beatId": "019de0ed-a590-7188-b1af-88fa6b38bceb", "matchId": "019de0ed-a537-73fd-80df-5fcf183430a9", "beatType": null, "evidence": "Methodology + Role of Underwriter section exposes 40% time waste.", "position": 2, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 60 }, { "to": 22, "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": 6, "name": "The Facts (What)", "beatId": "019de0ed-a664-72ab-bbbd-ee61e005d0f0", "matchId": "019de0ed-a63a-7769-97cb-f3303b0ce4f9", "beatType": null, "evidence": "Methodology + activity/time data.", "position": 1, "isPrimaryArc": false, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 50 } ], "loops": [ { "to": 22, "from": 13, "loop": { "name": "10_iceberg", "slug": "10-iceberg", "status": "active", "bestFor": "Consulting, complex problem solving, organizational change", "canonId": "019dd956-69f4-738c-852a-643798da0899", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "The Symptom (Visible) -> The System (Hidden) -> The Root Cause", "description": "Reveal that the visible problem is merely a symptom of a deeper root cause", "familyLabel": null }, "matchId": "019de0ed-a738-76ab-a189-5b29a470e388", "evidence": "p.14 visible time-waste -> p.16-18 ineffective systems cited 71% -> p.19-22 investment drivers.", "position": 3, "objective": "Show 40% non-core time symptom is driven by hidden systems/process root cause", "confidence": 65, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null } } ], "locked": true }, { "page": 19, "type": "analysis", "title": "The chart displays survey results for six factors, with segments for 'Very important', 'Important', 'Not very important', and 'Not important at all'.", "function": "analyze_data", "rawType": "data_table", "block": null, "metadata": { "slideType": "data_table", "slideTypeCanon": { "name": "Data table", "slug": "data_table", "status": "active", "canonId": "019de52d-0bbd-71b9-9918-417f904abbf8", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "dense", "densityScore": 67, "componentCount": 8, "textChars": 471, "nDataPoints": 24, "notes": "The chart displays survey results for six factors, with segments for 'Very important', 'Important', 'Not very important', and 'Not important at all'.", "elementsJson": [ "headline_text", "subtitle_text", "bar_chart_stacked", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:49:31.562+00", "seconds": 5.808, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b633-bc0f4a0a3ef5/19", "deck": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5", "deckAnchor": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5#slide-19", "deckJson": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Q3: How important are the following factors in driving your company's investment in underwriting capabilities?", "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": "2026-04-23 22:57:41+00", "model": "claude-code-default", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-9f64-72ba-b414-24a1a9aaf6fe", "parentComponentId": null }, { "bbox": { "h": 0.6, "w": 0.8, "x": 0.03, "y": 0.25 }, "kind": "chart", "text": null, "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Stacked bar chart", "slug": "bar-stacked", "status": "active", "canonId": "019de52c-feec-74bf-9028-15b74f84f0a7", "version": 1, "description": null }, "framework": null }, "subkind": "bar-stacked", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:31.562+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4a227c48-abb0-4256-871d-443231f66185", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.45, "x": 0.33, "y": 0.84 }, "kind": "legend", "text": "Very important | Important | Not very important | Not important at all", "attrs": null, "canon": { "kind": { "name": "Legend", "slug": "legend", "status": "active", "canonId": "31361933-3d22-4c70-bbad-0801e9fffc0c", "version": 1, "description": "Color/symbol decoder placed adjacent to a chart or diagram." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:31.562+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "03c743ee-afa6-4b67-b1cd-49c8180c6007", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "Important + Very Important (share of respondents rating factor important): 96%", "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": "2026-04-23 22:57:41+00", "model": "claude-code-default", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-9f64-72ba-b414-28fa2e86258f", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.2, "x": 0.03, "y": 0.95 }, "kind": "source-note", "text": "Source: 2021 P&C Underwriting 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. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:31.562+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b0131085-623e-4cb4-a91a-e7ac00aa9167", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.15, "x": 0.82, "y": 0.95 }, "kind": "source-note", "text": "Number of responses = 434", "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. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:31.562+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c5563ba4-580c-474f-b6dd-53cf0e8861dd", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.6, "x": 0.03, "y": 0.12 }, "kind": "subtitle", "text": "Q3: How important are the following factors in driving your company's investment in underwriting capabilities?", "attrs": null, "canon": { "kind": { "name": "Subtitle", "slug": "subtitle", "status": "active", "canonId": "82d821ee-2793-42e7-8f16-c6131385a3ce", "version": 1, "description": "Header-zone supporting text near the title (= ex body.description with bbox)." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:31.562+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "867b420f-dbf9-495f-bd86-e0b87eb38879", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.5, "x": 0.03, "y": 0.05 }, "kind": "title", "text": "FACTORS DRIVING INVESTMENT IN UNDERWRITING", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "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 }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:31.562+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e2eecd48-395f-48ff-8f91-f568a34802fd", "parentComponentId": null } ], "metrics": [ { "metricRaw": "Important + Very Important (share of respondents rating factor important)", "numberRaw": "96%", "numberKind": "percent", "actionTitle": null, "calloutText": "Q3: How important are the following factors in driving your company's investment in underwriting capabilities?", "numberScale": null, "numberValue": 96, "metricFamily": "survey_sentiment", "numberCurrency": null } ], "tools": [ { "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": "019de0ed-ae62-768c-b3b1-5be4a89a701b", "evidence": "Top two drivers circled in purple to flag emphasis.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 70, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 19, "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": "019de0ed-ae39-715a-8de5-95b2f25ad3c7", "evidence": "100% stacked bar fits Likert-style importance ratings.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 75, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 19, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [ { "to": 22, "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": 6, "name": "First Layer", "beatId": "019de0ed-a590-7188-b1af-88fa6b38bceb", "matchId": "019de0ed-a537-73fd-80df-5fcf183430a9", "beatType": null, "evidence": "Methodology + Role of Underwriter section exposes 40% time waste.", "position": 2, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 60 }, { "to": 22, "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": 6, "name": "The Facts (What)", "beatId": "019de0ed-a664-72ab-bbbd-ee61e005d0f0", "matchId": "019de0ed-a63a-7769-97cb-f3303b0ce4f9", "beatType": null, "evidence": "Methodology + activity/time data.", "position": 1, "isPrimaryArc": false, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 50 } ], "loops": [ { "to": 22, "from": 13, "loop": { "name": "10_iceberg", "slug": "10-iceberg", "status": "active", "bestFor": "Consulting, complex problem solving, organizational change", "canonId": "019dd956-69f4-738c-852a-643798da0899", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "The Symptom (Visible) -> The System (Hidden) -> The Root Cause", "description": "Reveal that the visible problem is merely a symptom of a deeper root cause", "familyLabel": null }, "matchId": "019de0ed-a738-76ab-a189-5b29a470e388", "evidence": "p.14 visible time-waste -> p.16-18 ineffective systems cited 71% -> p.19-22 investment drivers.", "position": 3, "objective": "Show 40% non-core time symptom is driven by hidden systems/process root cause", "confidence": 65, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null } } ], "locked": true }, { "page": 20, "type": "analysis", "title": "The chart highlights differences in investment priorities between lines of business, specifically noting that personal lines prioritize ease-of-doing business a", "function": "analyze_data", "rawType": "data_table", "block": null, "metadata": { "slideType": "data_table", "slideTypeCanon": { "name": "Data table", "slug": "data_table", "status": "active", "canonId": "019de52d-0bbd-71b9-9918-417f904abbf8", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "dense", "densityScore": 74, "componentCount": 8, "textChars": 710, "nDataPoints": 20, "notes": "The chart highlights differences in investment priorities between lines of business, specifically noting that personal lines prioritize ease-of-doing business and expense reduction, while specialty lines focus on new product/channel launches.", "elementsJson": [ "headline_text", "subtitle_text", "bar_chart_grouped", "callout_box", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:49:28.709+00", "seconds": 2.889, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b633-bc0f4a0a3ef5/20", "deck": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5", "deckAnchor": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5#slide-20", "deckJson": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Ease-of-doing business for customers and reducing expenses is a more common factor among personal lines", "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": "2026-04-23 22:57:56+00", "model": "claude-code-default", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-9f64-72ba-b414-7afe7973d203", "parentComponentId": null }, { "bbox": { "h": 0.35, "w": 0.94, "x": 0.03, "y": 0.35 }, "kind": "chart", "text": null, "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Grouped bar chart", "slug": "bar-grouped", "status": "active", "canonId": "019de52c-ff3b-751e-a8ff-f21ff11097b1", "version": 1, "description": null }, "framework": null }, "subkind": "bar-grouped", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:28.709+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "51771c53-51fd-4df0-9fae-fdb0a8d7a462", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.5, "x": 0.03, "y": 0.75 }, "kind": "legend", "text": "Overall, Personal lines, Commercial lines, Specialty, Reinsurance", "attrs": null, "canon": { "kind": { "name": "Legend", "slug": "legend", "status": "active", "canonId": "31361933-3d22-4c70-bbad-0801e9fffc0c", "version": 1, "description": "Color/symbol decoder placed adjacent to a chart or diagram." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:28.709+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9662be1e-94d5-4c80-9c5c-01f5de4dcda0", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "Importance rating (Important + Very Important): 97%", "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": "2026-04-23 22:57:56+00", "model": "claude-code-default", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-9f64-72ba-b414-7dc3ed9218fa", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.75, "x": 0.03, "y": 0.82 }, "kind": "paragraph", "text": "Remarks: 1. Ease-of-doing business for customers and reducing expenses is a more common factor among personal lines. 2. Launching new products and supporting new channels/products/geographies are highlighted by more specialty underwriters.", "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 19:49:28.709+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "79cc98c3-0a83-409f-bea1-6d921713872b", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.65, "x": 0.03, "y": 0.13 }, "kind": "paragraph", "text": "Q3: How important are the following factors in driving your company's investment in underwriting capabilities?", "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 19:49:28.709+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d47a3805-1d91-4e78-a1e6-58d032230f42", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.15, "x": 0.8, "y": 0.82 }, "kind": "table", "text": "Total responses = 434; Personal lines = 76; Commercial lines = 295; Specialty = 50; Reinsurance = 13", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:28.709+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f692a233-fe0e-4c15-8b0d-8df178b07e28", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.57, "x": 0.03, "y": 0.05 }, "kind": "title", "text": "FACTORS DRIVING INVESTMENT IN UNDERWRITING", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "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 }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:28.709+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c8e14976-8fec-479e-b6ea-4a5463b5ad6e", "parentComponentId": null } ], "metrics": [ { "metricRaw": "Importance rating (Important + Very Important)", "numberRaw": "97%", "numberKind": "percent", "actionTitle": null, "calloutText": "Ease-of-doing business for customers and reducing expenses is a more common factor among personal lines", "numberScale": null, "numberValue": 97, "metricFamily": "index_score", "numberCurrency": null } ], "tools": [ { "tool": { "name": "Small Multiples", "slug": "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": "019de0ed-ae8a-768e-8240-ea469c897282", "evidence": "Four grouped bar charts compare 5 LOBs across factors.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 70, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 20, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [ { "to": 22, "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": 6, "name": "First Layer", "beatId": "019de0ed-a590-7188-b1af-88fa6b38bceb", "matchId": "019de0ed-a537-73fd-80df-5fcf183430a9", "beatType": null, "evidence": "Methodology + Role of Underwriter section exposes 40% time waste.", "position": 2, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 60 }, { "to": 22, "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": 6, "name": "The Facts (What)", "beatId": "019de0ed-a664-72ab-bbbd-ee61e005d0f0", "matchId": "019de0ed-a63a-7769-97cb-f3303b0ce4f9", "beatType": null, "evidence": "Methodology + activity/time data.", "position": 1, "isPrimaryArc": false, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 50 } ], "loops": [ { "to": 22, "from": 13, "loop": { "name": "10_iceberg", "slug": "10-iceberg", "status": "active", "bestFor": "Consulting, complex problem solving, organizational change", "canonId": "019dd956-69f4-738c-852a-643798da0899", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "The Symptom (Visible) -> The System (Hidden) -> The Root Cause", "description": "Reveal that the visible problem is merely a symptom of a deeper root cause", "familyLabel": null }, "matchId": "019de0ed-a738-76ab-a189-5b29a470e388", "evidence": "p.14 visible time-waste -> p.16-18 ineffective systems cited 71% -> p.19-22 investment drivers.", "position": 3, "objective": "Show 40% non-core time symptom is driven by hidden systems/process root cause", "confidence": 65, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null } } ], "locked": true }, { "page": 21, "type": "analysis", "title": "The chart displays survey data from 434 respondents regarding factors impacting underwriting.", "function": "analyze_data", "rawType": "industry_trends", "block": null, "metadata": { "slideType": "industry_trends", "slideTypeCanon": { "name": "Industry trends", "slug": "industry_trends", "status": "active", "canonId": "019de52d-0b1d-7705-a0e0-c663199cd1fa", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 76, "componentCount": 8, "textChars": 778, "nDataPoints": 18, "notes": "The chart displays survey data from 434 respondents regarding factors impacting underwriting.", "elementsJson": [ "headline_text", "subtitle_text", "bar_chart_stacked", "numbered_list", "callout_box", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:49:28.731+00", "seconds": 2.87, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b633-bc0f4a0a3ef5/21", "deck": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5", "deckAnchor": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5#slide-21", "deckJson": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5.json" }, "components": [ { "bbox": { "h": 0.5, "w": 0.25, "x": 0.03, "y": 0.258 }, "kind": "callout", "text": "TOP FACTORS THAT WILL INCREASE THEIR IMPACT: 1. Demand for new services, speed and better customer experiences 2. New technologies 3. Retaining and developing talent 4. Pressure for growth 5. New products and distribution channels", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:28.731+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5768b37f-2b11-43f6-96be-d410b424c863", "parentComponentId": null }, { "bbox": null, "kind": "callout", "text": "TOP FACTORS THAT WILL INCREASE THEIR IMPACT: 1. Demand for new services, speed and better customer experiences; 2. New technologies; 3. Retaining and developing talent; 4. Pressure for growth; 5. New products and distribution channels", "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": "2026-04-23 22:57:53+00", "model": "claude-code-default", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-9f64-72ba-b414-5b636d0a9b65", "parentComponentId": null }, { "bbox": { "h": 0.7, "w": 0.65, "x": 0.3, "y": 0.2 }, "kind": "chart", "text": "Stacked bar chart showing survey responses for 10 factors impacting underwriting.", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Stacked bar chart", "slug": "bar-stacked", "status": "active", "canonId": "019de52c-feec-74bf-9028-15b74f84f0a7", "version": 1, "description": null }, "framework": null }, "subkind": "bar-stacked", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:28.731+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ce45a597-25ef-490a-8f0e-1b57671f5062", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "Share expecting increased impact: 85%", "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": "2026-04-23 22:57:53+00", "model": "claude-code-default", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-9f64-72ba-b414-5c3f32d21c85", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.1, "x": 0.85, "y": 0.95 }, "kind": "source-note", "text": "Number of responses = 434", "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. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:28.731+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5714ae2e-191b-4eea-9084-395eb004ed35", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.2, "x": 0.03, "y": 0.95 }, "kind": "source-note", "text": "Source: 2021 P&C Underwriting 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. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:28.731+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "881f39f5-3fca-447e-a928-b35f6b12628f", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.5, "x": 0.03, "y": 0.13 }, "kind": "subtitle", "text": "Q4: How will the following factors impact insurance underwriting over the next 3 years?", "attrs": null, "canon": { "kind": { "name": "Subtitle", "slug": "subtitle", "status": "active", "canonId": "82d821ee-2793-42e7-8f16-c6131385a3ce", "version": 1, "description": "Header-zone supporting text near the title (= ex body.description with bbox)." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:28.731+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d926e769-6486-4860-a028-a8bcc583e54c", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.5, "x": 0.03, "y": 0.05 }, "kind": "title", "text": "FACTORS IMPACTING UNDERWRITING OVER NEXT 3 YEARS", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "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 }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:28.731+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "494a0813-06e9-48ac-a2ce-0f849be26d8d", "parentComponentId": null } ], "metrics": [ { "metricRaw": "Share expecting increased impact", "numberRaw": "85%", "numberKind": "percent", "actionTitle": null, "calloutText": "TOP FACTORS THAT WILL INCREASE THEIR IMPACT: 1. Demand for new services, speed and better customer experiences; 2. New technologies; 3. Retaining and developing talent; 4. Pressure for growth; 5. New products and distribution channels", "numberScale": null, "numberValue": 85, "metricFamily": "share_penetration", "numberCurrency": null } ], "tools": [ { "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": "019de0ed-aeb2-7108-9363-3dc4a1073d13", "evidence": "Stacked bar ranks 10 future-impact factors.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 75, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 21, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Von Restorff Effect", "slug": "von-restorff-effect", "status": "active", "bestFor": null, "canonId": "019dd956-beab-73d8-9f62-30d0332e926e", "version": 1, "bodyDocId": null, "description": "Items that stand out are noticed and remembered - make key points visually distinct", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Designer", "layer": "slide", "agents": [ "Designer" ], "matchId": "019de0ed-aed9-7488-b137-e6e2383136eb", "evidence": "Top-5 listed in callout to single out highest-impact factors.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 60, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 21, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [ { "to": 22, "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": 6, "name": "First Layer", "beatId": "019de0ed-a590-7188-b1af-88fa6b38bceb", "matchId": "019de0ed-a537-73fd-80df-5fcf183430a9", "beatType": null, "evidence": "Methodology + Role of Underwriter section exposes 40% time waste.", "position": 2, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 60 }, { "to": 22, "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": 6, "name": "The Facts (What)", "beatId": "019de0ed-a664-72ab-bbbd-ee61e005d0f0", "matchId": "019de0ed-a63a-7769-97cb-f3303b0ce4f9", "beatType": null, "evidence": "Methodology + activity/time data.", "position": 1, "isPrimaryArc": false, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 50 } ], "loops": [ { "to": 22, "from": 13, "loop": { "name": "10_iceberg", "slug": "10-iceberg", "status": "active", "bestFor": "Consulting, complex problem solving, organizational change", "canonId": "019dd956-69f4-738c-852a-643798da0899", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "The Symptom (Visible) -> The System (Hidden) -> The Root Cause", "description": "Reveal that the visible problem is merely a symptom of a deeper root cause", "familyLabel": null }, "matchId": "019de0ed-a738-76ab-a189-5b29a470e388", "evidence": "p.14 visible time-waste -> p.16-18 ineffective systems cited 71% -> p.19-22 investment drivers.", "position": 3, "objective": "Show 40% non-core time symptom is driven by hidden systems/process root cause", "confidence": 65, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null } } ], "locked": true }, { "page": 22, "type": "analysis", "title": "The chart displays survey results from 434 respondents across five lines of business.", "function": "analyze_data", "rawType": "data_table", "block": null, "metadata": { "slideType": "data_table", "slideTypeCanon": { "name": "Data table", "slug": "data_table", "status": "active", "canonId": "019de52d-0bbd-71b9-9918-417f904abbf8", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 80, "componentCount": 9, "textChars": 753, "nDataPoints": 25, "notes": "The chart displays survey results from 434 respondents across five lines of business.", "elementsJson": [ "headline_text", "bar_chart_grouped", "callout_box", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:49:29.296+00", "seconds": 3.426, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b633-bc0f4a0a3ef5/22", "deck": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5", "deckAnchor": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5#slide-22", "deckJson": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Pressure for growth is mentioned by a significantly larger % of personal lines underwriters", "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": "2026-04-23 22:57:58+00", "model": "claude-code-default", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-9f64-72ba-b414-96a7391b7827", "parentComponentId": null }, { "bbox": { "h": 0.45, "w": 0.95, "x": 0.03, "y": 0.3 }, "kind": "chart", "text": "Grouped bar chart showing impact percentages for 5 factors across 5 business lines", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Grouped bar chart", "slug": "bar-grouped", "status": "active", "canonId": "019de52c-ff3b-751e-a8ff-f21ff11097b1", "version": 1, "description": null }, "framework": null }, "subkind": "bar-grouped", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:29.296+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1e2b57fa-c9e7-46ee-8eb2-e668dcf9ec4e", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.5, "x": 0.03, "y": 0.775 }, "kind": "legend", "text": "Overall, Consumer lines, Commercial lines, Specialty, Reinsurance", "attrs": null, "canon": { "kind": { "name": "Legend", "slug": "legend", "status": "active", "canonId": "31361933-3d22-4c70-bbad-0801e9fffc0c", "version": 1, "description": "Color/symbol decoder placed adjacent to a chart or diagram." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:29.296+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "de8f3505-b6a5-4e31-92b8-6704bdedc3d6", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.2, "x": 0.8, "y": 0.85 }, "kind": "list", "text": "Total responses = 434; Personal lines = 76; Commercial lines = 295; Specialty = 50; Reinsurance = 13", "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 19:49:29.296+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e93805c4-1edb-4c7d-92af-474a5677f094", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "% citing factor as increased impact: 92%", "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": "2026-04-23 22:57:58+00", "model": "claude-code-default", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-9f64-72ba-b414-9b305fccb500", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.6, "x": 0.03, "y": 0.85 }, "kind": "paragraph", "text": "Remarks: 1. Pressure for growth is mentioned by a significantly larger % of personal lines underwriters. 2. The introduction of new technologies is mentioned particularly by commercial lines underwriters.", "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 19:49:29.296+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2ce3013e-50cd-489f-b38e-f71cebead83f", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.45, "x": 0.03, "y": 0.15 }, "kind": "paragraph", "text": "Q4: How will the following factors impact insurance underwriting over the next 3 years?", "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 19:49:29.296+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4e1284d5-ddf1-46ac-a5e2-e6891feb2cde", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.2, "x": 0.03, "y": 0.95 }, "kind": "source-note", "text": "Source: 2021 P&C Underwriting 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. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:29.296+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "cafdd0f8-053e-4595-ac48-536c39cd2c4c", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.45, "x": 0.03, "y": 0.05 }, "kind": "title", "text": "FACTORS IMPACTING UNDERWRITING OVER NEXT 3 YEARS", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "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 }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:29.296+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f2077569-0e14-4e70-9de8-e9370e627688", "parentComponentId": null } ], "metrics": [ { "metricRaw": "% citing factor as increased impact", "numberRaw": "92%", "numberKind": "percent", "actionTitle": null, "calloutText": "Pressure for growth is mentioned by a significantly larger % of personal lines underwriters", "numberScale": null, "numberValue": 92, "metricFamily": "other", "numberCurrency": null } ], "tools": [ { "tool": { "name": "Small Multiples", "slug": "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": "019de0ed-af00-7030-8f8f-13ce69d18b25", "evidence": "Five grouped charts compare LOBs side-by-side.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 70, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 22, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [ { "to": 22, "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": 6, "name": "First Layer", "beatId": "019de0ed-a590-7188-b1af-88fa6b38bceb", "matchId": "019de0ed-a537-73fd-80df-5fcf183430a9", "beatType": null, "evidence": "Methodology + Role of Underwriter section exposes 40% time waste.", "position": 2, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 60 }, { "to": 22, "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": 6, "name": "The Facts (What)", "beatId": "019de0ed-a664-72ab-bbbd-ee61e005d0f0", "matchId": "019de0ed-a63a-7769-97cb-f3303b0ce4f9", "beatType": null, "evidence": "Methodology + activity/time data.", "position": 1, "isPrimaryArc": false, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 50 } ], "loops": [ { "to": 22, "from": 13, "loop": { "name": "10_iceberg", "slug": "10-iceberg", "status": "active", "bestFor": "Consulting, complex problem solving, organizational change", "canonId": "019dd956-69f4-738c-852a-643798da0899", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "The Symptom (Visible) -> The System (Hidden) -> The Root Cause", "description": "Reveal that the visible problem is merely a symptom of a deeper root cause", "familyLabel": null }, "matchId": "019de0ed-a738-76ab-a189-5b29a470e388", "evidence": "p.14 visible time-waste -> p.16-18 ineffective systems cited 71% -> p.19-22 investment drivers.", "position": 3, "objective": "Show 40% non-core time symptom is driven by hidden systems/process root cause", "confidence": 65, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null } } ], "locked": true }, { "page": 23, "type": "setup", "function": "transition", "rawType": "section_divider", "block": null, "metadata": { "slideType": "section_divider", "slideTypeCanon": { "name": "Section divider", "slug": "section_divider", "status": "active", "canonId": "019de52d-066a-7402-9554-6ae504999041", "version": 1, "description": null }, "function": "transition", "functionCanon": { "name": "Transition", "slug": "transition", "status": "active", "canonId": "019de52d-1365-7149-92aa-66df859e75fd", "version": 1, "description": null }, "density": "sparse", "densityScore": 2, "componentCount": 2, "textChars": 31, "nDataPoints": 0, "notes": null, "elementsJson": [ "headline_text" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:49:28.258+00", "seconds": 2.306, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b633-bc0f4a0a3ef5/23", "deck": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5", "deckAnchor": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5#slide-23", "deckJson": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5.json" }, "components": [ { "bbox": { "h": 0.02, "w": 0.04, "x": 0.95, "y": 0.02 }, "kind": "paragraph", "text": "Index", "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 19:49:28.258+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "93105dba-d562-4e15-9f79-c80714300481", "parentComponentId": null }, { "bbox": { "h": 0.06, "w": 0.53, "x": 0.03, "y": 0.25 }, "kind": "title", "text": "3. QUALITY OF UNDERWRITING", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "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 }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:28.258+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "95bd4985-ae6d-4323-9777-f5aaf7e29b04", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [ { "to": 37, "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": 23, "name": "Deeper Layer", "beatId": "019de0ed-a5b8-732e-b7b7-b08c381f0615", "matchId": "019de0ed-a537-73fd-80df-5fcf183430a9", "beatType": null, "evidence": "Quality and Efficiency sections show declines vs 2008/2013.", "position": 3, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 60 }, { "to": 54, "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": 23, "name": "The Implications (So What)", "beatId": "019de0ed-a694-760b-a2a7-b0347971cf30", "matchId": "019de0ed-a63a-7769-97cb-f3303b0ce4f9", "beatType": null, "evidence": "Section summaries diagnose quality/efficiency/tech/talent issues.", "position": 2, "isPrimaryArc": false, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 50 } ], "loops": [], "locked": true }, { "page": 24, "type": "resolution", "function": "summarize", "rawType": "key_takeaways", "block": null, "metadata": { "slideType": "key_takeaways", "slideTypeCanon": { "name": "Key takeaways", "slug": "key_takeaways", "status": "active", "canonId": "019de52d-06e7-7674-a891-9f7de3b11b6d", "version": 1, "description": null }, "function": "summarize", "functionCanon": { "name": "Summarize", "slug": "summarize", "status": "active", "canonId": "019de52d-1541-704f-b86f-bf7b75056373", "version": 1, "description": null }, "density": "balanced", "densityScore": 46, "componentCount": 4, "textChars": 871, "nDataPoints": 5, "notes": null, "elementsJson": [ "headline_text", "subtitle_text", "bullet_list", "callout_box" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:49:28.081+00", "seconds": 2.087, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b633-bc0f4a0a3ef5/24", "deck": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5", "deckAnchor": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5#slide-24", "deckJson": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "The percentage of underwriters rating the quality of their underwriting processes and tools 'superior' has decreased considerably compared to the 2013 survey.", "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": "2026-04-23 22:58:11+00", "model": "claude-code-default", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-9f64-72ba-b414-b4e4dbe567d5", "parentComponentId": null }, { "bbox": { "h": 0.65, "w": 0.95, "x": 0.03, "y": 0.218 }, "kind": "list", "text": "The percentage of underwriters rating the quality of their underwriting processes and tools ‘superior’ has decreased considerably compared to the 2013 survey. ~60% of underwriters consider today that there are improvements to make around the quality of their organizations’ processes and tools. Top 3 areas with ‘superior’ (4-5) quality: Underwriting strategy (62%), Pricing strategy (50%), Frontline underwriting practices (46%). Priority areas/dimensions for improving the quality of underwriting: Better data and analytics, Improving training and skills development, Better tools for rating and pricing, Elimination of non-core tasks.", "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 19:49:28.081+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e510abf4-563d-4d74-b137-6c0be224c424", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "Underwriters seeing improvements needed: ~60%", "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": "2026-04-23 22:58:11+00", "model": "claude-code-default", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-9f64-72ba-b414-ba4a1cfa5af4", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.48, "x": 0.03, "y": 0.05 }, "kind": "title", "text": "QUALITY OF UNDERWRITING SUMMARY", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "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 }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:28.081+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "99b3d56f-b70b-4e8e-82eb-5220a5e6ed86", "parentComponentId": null } ], "metrics": [ { "metricRaw": "Underwriters seeing improvements needed", "numberRaw": "~60%", "numberKind": "percent", "actionTitle": null, "calloutText": "The percentage of underwriters rating the quality of their underwriting processes and tools 'superior' has decreased considerably compared to the 2013 survey.", "numberScale": null, "numberValue": 60, "metricFamily": "other", "numberCurrency": null } ], "tools": [ { "tool": { "name": "Contrast Pairs", "slug": "contrast-pairs", "status": "active", "bestFor": null, "canonId": "019dd956-9b77-70d3-88b1-f34e26f60860", "version": 1, "bodyDocId": null, "description": "Creating tension through opposites: Before↔After, Problem↔Solution, Pain↔Relief", "familyLabel": null, "categoryName": "Loop", "categorySlug": "loop" }, "agent": "Storyteller", "layer": "loop", "agents": [ "Storyteller" ], "matchId": "019de0ed-af7e-77c6-913c-2c3e24fabe6e", "evidence": "Section is built around 2013 vs 2021 quality contrast.", "pageRefs": null, "priority": "Core", "whenToUse": null, "confidence": 65, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 24, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "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.", "canonId": "019dd956-ac70-700b-a608-ba58e78f5dcc", "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": [ "Architect" ], "matchId": "019de0ed-af2b-756c-9243-d3d694459ec9", "evidence": "Bullet headlines such as 'quality has decreased considerably' carry the so-what.", "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": 55, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 24, "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": "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": "019de0ed-af55-71ca-949b-e95aa81c97e0", "evidence": "Summary callout box restates implications of section data.", "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": 60, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 24, "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). The recursion is what guarantees the implication makes it into ink.", "antipattern": "Stopping at the first tighter description (still a fact, not an implication), regressing past the audience's decision space into philosophy, smuggling the so-what into speaker notes, or re-using an implication aimed at a previous audience.", "cardinality": null, "narrativePurpose": "Forces every analytical artefact to close the gap between fact and decision, so the reader holds the recommendation by reading titles alone rather than reconstructing the analyst's mental model from raw evidence." } ], "frameworks": [], "arcBeats": [ { "to": 37, "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": 23, "name": "Deeper Layer", "beatId": "019de0ed-a5b8-732e-b7b7-b08c381f0615", "matchId": "019de0ed-a537-73fd-80df-5fcf183430a9", "beatType": null, "evidence": "Quality and Efficiency sections show declines vs 2008/2013.", "position": 3, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 60 }, { "to": 54, "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": 23, "name": "The Implications (So What)", "beatId": "019de0ed-a694-760b-a2a7-b0347971cf30", "matchId": "019de0ed-a63a-7769-97cb-f3303b0ce4f9", "beatType": null, "evidence": "Section summaries diagnose quality/efficiency/tech/talent issues.", "position": 2, "isPrimaryArc": false, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 50 } ], "loops": [ { "to": 29, "from": 24, "loop": { "name": "39_benchmark_gap", "slug": "39-benchmark-gap", "status": "active", "bestFor": "Performance improvement, competitive analysis, target setting", "canonId": "019dd956-75a4-7522-8d1a-af94da4703e9", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "Our Performance -> Industry Average -> Best-in-Class -> The Gap = The Opportunity", "description": "Compare performance against best-in-class to quantify the opportunity", "familyLabel": null }, "matchId": "019de0ed-a761-728a-8f20-bfb42802132a", "evidence": "p.27 explicit 2008/2013/2021 comparison; p.28 priority areas.", "position": 4, "objective": "Show quality has declined and identify priority gaps", "confidence": 75, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null } } ], "locked": true }, { "page": 25, "type": "analysis", "title": "The chart is a 100% stacked bar chart representing survey responses on a 5-point scale plus 'Don't know'.", "function": "analyze_data", "rawType": "data_table", "block": null, "metadata": { "slideType": "data_table", "slideTypeCanon": { "name": "Data table", "slug": "data_table", "status": "active", "canonId": "019de52d-0bbd-71b9-9918-417f904abbf8", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "dense", "densityScore": 73, "componentCount": 8, "textChars": 625, "nDataPoints": 42, "notes": "The chart is a 100% stacked bar chart representing survey responses on a 5-point scale plus 'Don't know'.", "elementsJson": [ "headline_text", "bar_chart_100pct", "callout_box", "numbered_list", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:49:29.188+00", "seconds": 3.111, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b633-bc0f4a0a3ef5/25", "deck": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5", "deckAnchor": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5#slide-25", "deckJson": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5.json" }, "components": [ { "bbox": { "h": 0.12, "w": 0.3, "x": 0.05, "y": 0.82 }, "kind": "callout", "text": "~60% of underwriters consider there are improvements to make around the quality of processes and tools", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:29.188+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5972f0da-3a64-4da1-8529-ceeeb8209eca", "parentComponentId": null }, { "bbox": { "h": 0.55, "w": 0.9, "x": 0.03, "y": 0.2 }, "kind": "chart", "text": "Stacked bar chart showing survey responses for 7 categories of underwriting processes.", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Stacked bar chart (100%)", "slug": "bar-stacked-100pct", "status": "active", "canonId": "019de52c-ff14-71b8-8d88-860f8d7da84b", "version": 1, "description": null }, "framework": null }, "subkind": "bar-stacked-100pct", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:29.188+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "39be5d7c-8a7a-43ff-8212-a60fbd954abc", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.4, "x": 0.35, "y": 0.75 }, "kind": "legend", "text": "5 - Superior, 4, 3 - Average, 2, 1 - Deficient, Don't know", "attrs": null, "canon": { "kind": { "name": "Legend", "slug": "legend", "status": "active", "canonId": "31361933-3d22-4c70-bbad-0801e9fffc0c", "version": 1, "description": "Color/symbol decoder placed adjacent to a chart or diagram." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:29.188+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "017e8ae4-2112-4484-9a67-e4a94852097d", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.3, "x": 0.45, "y": 0.82 }, "kind": "list", "text": "Top 3 with superior quality (+40% Superior 4-5): 1. Underwriting strategy, 2. Pricing strategy, 3. Frontline underwriting practices", "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": "Numbered list", "slug": "numbered", "status": "active", "canonId": "019de52c-fcc0-7718-a284-a4250c805df2", "version": 1, "description": null }, "framework": null }, "subkind": "numbered", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:29.188+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b3470c2d-59ff-4c9c-8242-4f91989be974", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "Share rating underwriting quality as Superior (5) or 4: ~60%", "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": "2026-04-23 22:58:21+00", "model": "claude-code-default", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-9f64-72ba-b414-ead234480a06", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.2, "x": 0.03, "y": 0.97 }, "kind": "source-note", "text": "Source: 2021 P&C Underwriting 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. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:29.188+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "db003640-06a8-4203-96ff-d85afd398a7a", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.7, "x": 0.03, "y": 0.15 }, "kind": "subtitle", "text": "Q5: How would you rate the current quality of the underwriting processes and tools within your underwriting division?", "attrs": null, "canon": { "kind": { "name": "Subtitle", "slug": "subtitle", "status": "active", "canonId": "82d821ee-2793-42e7-8f16-c6131385a3ce", "version": 1, "description": "Header-zone supporting text near the title (= ex body.description with bbox)." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:29.188+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "02493062-6682-4fe3-82a0-7b44dd3caeaf", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.45, "x": 0.03, "y": 0.05 }, "kind": "title", "text": "QUALITY OF THE UNDERWRITING PROCESS", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "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 }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:29.188+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "baef8705-f047-485c-baa3-2ee5467305ff", "parentComponentId": null } ], "metrics": [ { "metricRaw": "Share rating underwriting quality as Superior (5) or 4", "numberRaw": "~60%", "numberKind": "percent", "actionTitle": null, "calloutText": "~60% of underwriters consider there are improvements to make around the quality of processes and tools", "numberScale": null, "numberValue": 60, "metricFamily": "share_penetration", "numberCurrency": null } ], "tools": [ { "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": "019de0ed-afa7-744f-a241-3a6245d440a6", "evidence": "100% stacked bar fits 5-point quality scale.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 75, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 25, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Von Restorff Effect", "slug": "von-restorff-effect", "status": "active", "bestFor": null, "canonId": "019dd956-beab-73d8-9f62-30d0332e926e", "version": 1, "bodyDocId": null, "description": "Items that stand out are noticed and remembered - make key points visually distinct", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Designer", "layer": "slide", "agents": [ "Designer" ], "matchId": "019de0ed-afd0-7488-a09c-6bce8a70b96d", "evidence": "Top-3 superior areas highlighted in callout list.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 65, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 25, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [ { "to": 37, "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": 23, "name": "Deeper Layer", "beatId": "019de0ed-a5b8-732e-b7b7-b08c381f0615", "matchId": "019de0ed-a537-73fd-80df-5fcf183430a9", "beatType": null, "evidence": "Quality and Efficiency sections show declines vs 2008/2013.", "position": 3, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 60 }, { "to": 54, "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": 23, "name": "The Implications (So What)", "beatId": "019de0ed-a694-760b-a2a7-b0347971cf30", "matchId": "019de0ed-a63a-7769-97cb-f3303b0ce4f9", "beatType": null, "evidence": "Section summaries diagnose quality/efficiency/tech/talent issues.", "position": 2, "isPrimaryArc": false, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 50 } ], "loops": [ { "to": 29, "from": 24, "loop": { "name": "39_benchmark_gap", "slug": "39-benchmark-gap", "status": "active", "bestFor": "Performance improvement, competitive analysis, target setting", "canonId": "019dd956-75a4-7522-8d1a-af94da4703e9", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "Our Performance -> Industry Average -> Best-in-Class -> The Gap = The Opportunity", "description": "Compare performance against best-in-class to quantify the opportunity", "familyLabel": null }, "matchId": "019de0ed-a761-728a-8f20-bfb42802132a", "evidence": "p.27 explicit 2008/2013/2021 comparison; p.28 priority areas.", "position": 4, "objective": "Show quality has declined and identify priority gaps", "confidence": 75, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null } } ], "locked": true }, { "page": 26, "type": "analysis", "title": "Includes a remarks section highlighting specific comparisons between commercial and personal lines.", "function": "analyze_data", "rawType": "data_table", "block": null, "metadata": { "slideType": "data_table", "slideTypeCanon": { "name": "Data table", "slug": "data_table", "status": "active", "canonId": "019de52d-0bbd-71b9-9918-417f904abbf8", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 83, "componentCount": 9, "textChars": 844, "nDataPoints": 35, "notes": "Includes a remarks section highlighting specific comparisons between commercial and personal lines.", "elementsJson": [ "headline_text", "bar_chart_grouped", "callout_box", "footnote", "subtitle_text" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:49:29.105+00", "seconds": 2.872, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b633-bc0f4a0a3ef5/26", "deck": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5", "deckAnchor": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5#slide-26", "deckJson": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "51% of commercial lines lines underwriters consider their pricing strategy superior compared with only 42% of personal lines underwriters", "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": "2026-04-23 22:58:28+00", "model": "claude-code-default", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-9f64-72ba-b415-253362e03409", "parentComponentId": null }, { "bbox": { "h": 0.45, "w": 0.95, "x": 0.03, "y": 0.25 }, "kind": "chart", "text": "Grouped bar chart showing ratings by process and line of business", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Grouped bar chart", "slug": "bar-grouped", "status": "active", "canonId": "019de52c-ff3b-751e-a8ff-f21ff11097b1", "version": 1, "description": null }, "framework": null }, "subkind": "bar-grouped", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:29.105+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2fee775f-5f50-4d39-9b03-14501b1da380", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.4, "x": 0.03, "y": 0.75 }, "kind": "legend", "text": "Overall, Personal lines, Commercial lines, Specialty, Reinsurance", "attrs": null, "canon": { "kind": { "name": "Legend", "slug": "legend", "status": "active", "canonId": "31361933-3d22-4c70-bbad-0801e9fffc0c", "version": 1, "description": "Color/symbol decoder placed adjacent to a chart or diagram." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:29.105+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d98ef6ff-f742-417b-a72c-9ae3f0381525", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.2, "x": 0.8, "y": 0.83 }, "kind": "list", "text": "Total responses = 434; Personal lines = 76; Commercial lines = 295; Specialty = 50; Reinsurance = 13", "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 19:49:29.105+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "75d529de-9c73-49d8-8bca-f9c2545b1e2f", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "% of superior rating (4-5): 70%", "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": "2026-04-23 22:58:28+00", "model": "claude-code-default", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-9f64-72ba-b415-2b1987bb7c79", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.75, "x": 0.03, "y": 0.83 }, "kind": "paragraph", "text": "Remarks: 51% of commercial lines underwriters consider their pricing strategy superior compared with only 42% of personal lines underwriters. On the contrary, a higher percentage of personal lines underwriters (41%) consider their tools and systems superior.", "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 19:49:29.105+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "bf4392d8-a449-46e8-9bcb-a4d621c9fc30", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.2, "x": 0.03, "y": 0.97 }, "kind": "source-note", "text": "Source: 2021 P&C Underwriting 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. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:29.105+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e8362ca9-40d9-4740-a999-1db9d06c1de1", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.6, "x": 0.03, "y": 0.15 }, "kind": "subtitle", "text": "Q5: How would you rate the current quality of the underwriting processes and tools within your underwriting division?", "attrs": null, "canon": { "kind": { "name": "Subtitle", "slug": "subtitle", "status": "active", "canonId": "82d821ee-2793-42e7-8f16-c6131385a3ce", "version": 1, "description": "Header-zone supporting text near the title (= ex body.description with bbox)." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:29.105+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b6a0ea7b-7bb8-4d86-a59d-fa54f29ad9ca", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.45, "x": 0.03, "y": 0.05 }, "kind": "title", "text": "QUALITY OF THE UNDERWRITING PROCESS", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "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 }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:29.105+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "bf201962-7d9f-4ae9-a887-4a883d4a1b1e", "parentComponentId": null } ], "metrics": [ { "metricRaw": "% of superior rating (4-5)", "numberRaw": "70%", "numberKind": "percent", "actionTitle": null, "calloutText": "51% of commercial lines lines underwriters consider their pricing strategy superior compared with only 42% of personal lines underwriters", "numberScale": null, "numberValue": 70, "metricFamily": "index_score", "numberCurrency": null } ], "tools": [ { "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": "019de0ed-aff8-7089-925b-f85f0822593f", "evidence": "Yellow-dashed highlights on 42% / 51% / 41% bars reinforce remarks.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 75, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 26, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Small Multiples", "slug": "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": "019de0ed-b021-75dd-a047-f0c18b2c2cd4", "evidence": "Grouped bars across seven dimensions repeat by LOB.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 65, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 26, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [ { "to": 37, "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": 23, "name": "Deeper Layer", "beatId": "019de0ed-a5b8-732e-b7b7-b08c381f0615", "matchId": "019de0ed-a537-73fd-80df-5fcf183430a9", "beatType": null, "evidence": "Quality and Efficiency sections show declines vs 2008/2013.", "position": 3, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 60 }, { "to": 54, "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": 23, "name": "The Implications (So What)", "beatId": "019de0ed-a694-760b-a2a7-b0347971cf30", "matchId": "019de0ed-a63a-7769-97cb-f3303b0ce4f9", "beatType": null, "evidence": "Section summaries diagnose quality/efficiency/tech/talent issues.", "position": 2, "isPrimaryArc": false, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 50 } ], "loops": [ { "to": 29, "from": 24, "loop": { "name": "39_benchmark_gap", "slug": "39-benchmark-gap", "status": "active", "bestFor": "Performance improvement, competitive analysis, target setting", "canonId": "019dd956-75a4-7522-8d1a-af94da4703e9", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "Our Performance -> Industry Average -> Best-in-Class -> The Gap = The Opportunity", "description": "Compare performance against best-in-class to quantify the opportunity", "familyLabel": null }, "matchId": "019de0ed-a761-728a-8f20-bfb42802132a", "evidence": "p.27 explicit 2008/2013/2021 comparison; p.28 priority areas.", "position": 4, "objective": "Show quality has declined and identify priority gaps", "confidence": 75, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null } } ], "locked": true }, { "page": 27, "type": "analysis", "title": "The chart shows a consistent decline in perceived quality across all categories from 2013 to 2021.", "function": "analyze_data", "rawType": "data_table", "block": null, "metadata": { "slideType": "data_table", "slideTypeCanon": { "name": "Data table", "slug": "data_table", "status": "active", "canonId": "019de52d-0bbd-71b9-9918-417f904abbf8", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "dense", "densityScore": 67, "componentCount": 8, "textChars": 482, "nDataPoints": 21, "notes": "The chart shows a consistent decline in perceived quality across all categories from 2013 to 2021.", "elementsJson": [ "headline_text", "bar_chart_grouped", "callout_box", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:49:29.712+00", "seconds": 3.406, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b633-bc0f4a0a3ef5/27", "deck": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5", "deckAnchor": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5#slide-27", "deckJson": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5.json" }, "components": [ { "bbox": { "h": 0.1, "w": 0.75, "x": 0.05, "y": 0.85 }, "kind": "callout", "text": "The percentage of underwriters rating the quality of their underwriting processes and tools as superior has decreased considerably compared to the 2013 survey", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:29.712+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "62ddac40-6d16-439b-8b3b-30c193bc8445", "parentComponentId": null }, { "bbox": { "h": 0.55, "w": 0.65, "x": 0.25, "y": 0.25 }, "kind": "chart", "text": null, "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Grouped bar chart", "slug": "bar-grouped", "status": "active", "canonId": "019de52c-ff3b-751e-a8ff-f21ff11097b1", "version": 1, "description": null }, "framework": null }, "subkind": "bar-grouped", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:29.712+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6ef297c5-7e1f-4c1f-9375-689945a6222c", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.12, "x": 0.48, "y": 0.78 }, "kind": "legend", "text": "2008 2013 2021", "attrs": null, "canon": { "kind": { "name": "Legend", "slug": "legend", "status": "active", "canonId": "31361933-3d22-4c70-bbad-0801e9fffc0c", "version": 1, "description": "Color/symbol decoder placed adjacent to a chart or diagram." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:29.712+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c95a7dd0-2218-4512-a535-77131decb731", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "% of superior rating (4-5) on underwriting processes and tools: 62%", "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": "2026-04-23 22:58:16+00", "model": "claude-code-default", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-9f64-72ba-b414-d2ccc18f3672", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.2, "x": 0.034, "y": 0.95 }, "kind": "source-note", "text": "Source: 2021 P&C Underwriting 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. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:29.712+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "63c19c22-d0c3-4f69-bd96-c396165faa0d", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.75, "x": 0.034, "y": 0.15 }, "kind": "subtitle", "text": "Q5: How would you rate the current quality of the underwriting processes and tools within your underwriting division?", "attrs": null, "canon": { "kind": { "name": "Subtitle", "slug": "subtitle", "status": "active", "canonId": "82d821ee-2793-42e7-8f16-c6131385a3ce", "version": 1, "description": "Header-zone supporting text near the title (= ex body.description with bbox)." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:29.712+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "14cd3455-38ae-45e0-82e8-a8cebb390294", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.15, "x": 0.82, "y": 0.85 }, "kind": "table", "text": "Number of responses: 2008 = 115, 2013 = 559, 2021 = 434", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:29.712+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9848cbac-1594-4f13-bfab-8fb311769e95", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.48, "x": 0.034, "y": 0.05 }, "kind": "title", "text": "QUALITY OF THE UNDERWRITING PROCESS", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "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 }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:29.712+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "80e2ccfb-167e-48a8-860d-b5c91d9f0ffb", "parentComponentId": null } ], "metrics": [ { "metricRaw": "% of superior rating (4-5) on underwriting processes and tools", "numberRaw": "62%", "numberKind": "percent", "actionTitle": null, "calloutText": "The percentage of underwriters rating the quality of their underwriting processes and tools as superior has decreased considerably compared to the 2013 survey", "numberScale": null, "numberValue": 62, "metricFamily": "index_score", "numberCurrency": null } ], "tools": [ { "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": "019de0ed-b048-744b-9dbb-dcb849566cba", "evidence": "Grouped horizontal bar fits time-series across 3 years.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 75, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 27, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Contrast Principle", "slug": "contrast-principle", "status": "active", "bestFor": null, "canonId": "019dd956-bf0f-73ae-b9df-e60508cdaa65", "version": 1, "bodyDocId": null, "description": "Higher visual weight draws attention - use contrast strategically for emphasis", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Designer", "layer": "slide", "agents": [ "Designer" ], "matchId": "019de0ed-b070-776e-97ab-736b81f038ce", "evidence": "Direct 2008 vs 2013 vs 2021 comparison flags decline visually.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 75, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 27, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [ { "to": 37, "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": 23, "name": "Deeper Layer", "beatId": "019de0ed-a5b8-732e-b7b7-b08c381f0615", "matchId": "019de0ed-a537-73fd-80df-5fcf183430a9", "beatType": null, "evidence": "Quality and Efficiency sections show declines vs 2008/2013.", "position": 3, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 60 }, { "to": 54, "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": 23, "name": "The Implications (So What)", "beatId": "019de0ed-a694-760b-a2a7-b0347971cf30", "matchId": "019de0ed-a63a-7769-97cb-f3303b0ce4f9", "beatType": null, "evidence": "Section summaries diagnose quality/efficiency/tech/talent issues.", "position": 2, "isPrimaryArc": false, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 50 } ], "loops": [ { "to": 29, "from": 24, "loop": { "name": "39_benchmark_gap", "slug": "39-benchmark-gap", "status": "active", "bestFor": "Performance improvement, competitive analysis, target setting", "canonId": "019dd956-75a4-7522-8d1a-af94da4703e9", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "Our Performance -> Industry Average -> Best-in-Class -> The Gap = The Opportunity", "description": "Compare performance against best-in-class to quantify the opportunity", "familyLabel": null }, "matchId": "019de0ed-a761-728a-8f20-bfb42802132a", "evidence": "p.27 explicit 2008/2013/2021 comparison; p.28 priority areas.", "position": 4, "objective": "Show quality has declined and identify priority gaps", "confidence": 75, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null } } ], "locked": true }, { "page": 28, "type": "analysis", "title": "The chart uses a stacked bar format to show the distribution of responses, with a summary column on the right.", "function": "analyze_data", "rawType": "data_table", "block": null, "metadata": { "slideType": "data_table", "slideTypeCanon": { "name": "Data table", "slug": "data_table", "status": "active", "canonId": "019de52d-0bbd-71b9-9918-417f904abbf8", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "dense", "densityScore": 68, "componentCount": 7, "textChars": 712, "nDataPoints": 30, "notes": "The chart uses a stacked bar format to show the distribution of responses, with a summary column on the right.", "elementsJson": [ "headline_text", "bar_chart_stacked", "callout_box", "numbered_list", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:49:32.332+00", "seconds": 5.812, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b633-bc0f4a0a3ef5/28", "deck": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5", "deckAnchor": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5#slide-28", "deckJson": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Priority areas: 1. Better data and analytics; 2. Improving training and skills development; 3. Better tools for rating and pricing; 4. Elimination of non-core tasks", "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": "2026-04-23 22:58:28+00", "model": "claude-code-default", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-9f64-72ba-b415-09288da9943c", "parentComponentId": null }, { "bbox": { "h": 0.6, "w": 0.85, "x": 0.13, "y": 0.2 }, "kind": "chart", "text": "Stacked bar chart showing importance ratings for 10 underwriting improvement areas.", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Stacked bar chart", "slug": "bar-stacked", "status": "active", "canonId": "019de52c-feec-74bf-9028-15b74f84f0a7", "version": 1, "description": null }, "framework": null }, "subkind": "bar-stacked", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:32.332+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "438e742f-458d-472a-ab38-846c506e817c", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.96, "x": 0.02, "y": 0.815 }, "kind": "list", "text": "Priority areas: 1. Better data and analytics, 2. Improving training and skills development, 3. Better tools for rating and pricing, 4. Elimination of non-core tasks", "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 19:49:32.332+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "93b61088-dc8f-48f7-9bcb-1312972bc646", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "Important + Very Important share (improving data quality and accuracy of submissions): 95%", "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": "2026-04-23 22:58:28+00", "model": "claude-code-default", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-9f64-72ba-b415-0d1ffaf8d925", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.2, "x": 0.05, "y": 0.95 }, "kind": "source-note", "text": "Source: 2021 P&C Underwriting 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. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:32.332+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "47456d4c-8973-4bb5-b553-ddf75853c13c", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.15, "x": 0.82, "y": 0.95 }, "kind": "source-note", "text": "Number of responses = 434", "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. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:32.332+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f3633afd-4d2a-4d0a-afab-17fdce990151", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.9, "x": 0.03, "y": 0.05 }, "kind": "title", "text": "Q6: When considering how to improve the quality of your organization's underwriting, how would you rate the importance of each of the following areas?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "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 }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:32.332+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8c8bb490-4856-484c-a734-86450b4c2ea1", "parentComponentId": null } ], "metrics": [ { "metricRaw": "Important + Very Important share (improving data quality and accuracy of submissions)", "numberRaw": "95%", "numberKind": "percent", "actionTitle": null, "calloutText": "Priority areas: 1. Better data and analytics; 2. Improving training and skills development; 3. Better tools for rating and pricing; 4. Elimination of non-core tasks", "numberScale": null, "numberValue": 95, "metricFamily": "share_penetration", "numberCurrency": null } ], "tools": [ { "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": "019de0ed-b099-758c-8526-66460107d34b", "evidence": "100% stacked bar ranks 10 improvement areas.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 70, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 28, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Von Restorff Effect", "slug": "von-restorff-effect", "status": "active", "bestFor": null, "canonId": "019dd956-beab-73d8-9f62-30d0332e926e", "version": 1, "bodyDocId": null, "description": "Items that stand out are noticed and remembered - make key points visually distinct", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Designer", "layer": "slide", "agents": [ "Designer" ], "matchId": "019de0ed-b0c1-7196-a254-e080ba04935b", "evidence": "Top 3 rows circled in purple to flag highest priorities.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 70, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 28, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [ { "to": 37, "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": 23, "name": "Deeper Layer", "beatId": "019de0ed-a5b8-732e-b7b7-b08c381f0615", "matchId": "019de0ed-a537-73fd-80df-5fcf183430a9", "beatType": null, "evidence": "Quality and Efficiency sections show declines vs 2008/2013.", "position": 3, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 60 }, { "to": 54, "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": 23, "name": "The Implications (So What)", "beatId": "019de0ed-a694-760b-a2a7-b0347971cf30", "matchId": "019de0ed-a63a-7769-97cb-f3303b0ce4f9", "beatType": null, "evidence": "Section summaries diagnose quality/efficiency/tech/talent issues.", "position": 2, "isPrimaryArc": false, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 50 } ], "loops": [ { "to": 29, "from": 24, "loop": { "name": "39_benchmark_gap", "slug": "39-benchmark-gap", "status": "active", "bestFor": "Performance improvement, competitive analysis, target setting", "canonId": "019dd956-75a4-7522-8d1a-af94da4703e9", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "Our Performance -> Industry Average -> Best-in-Class -> The Gap = The Opportunity", "description": "Compare performance against best-in-class to quantify the opportunity", "familyLabel": null }, "matchId": "019de0ed-a761-728a-8f20-bfb42802132a", "evidence": "p.27 explicit 2008/2013/2021 comparison; p.28 priority areas.", "position": 4, "objective": "Show quality has declined and identify priority gaps", "confidence": 75, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null } } ], "locked": true }, { "page": 29, "type": "analysis", "title": "The chart highlights differences in perceived importance of risk evaluation tools and third-party data based on account size.", "function": "analyze_data", "rawType": "data_table", "block": null, "metadata": { "slideType": "data_table", "slideTypeCanon": { "name": "Data table", "slug": "data_table", "status": "active", "canonId": "019de52d-0bbd-71b9-9918-417f904abbf8", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 87, "componentCount": 10, "textChars": 1056, "nDataPoints": 10, "notes": "The chart highlights differences in perceived importance of risk evaluation tools and third-party data based on account size.", "elementsJson": [ "headline_text", "bar_chart_grouped", "bullet_list", "callout_box", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:49:33.821+00", "seconds": 7.161, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b633-bc0f4a0a3ef5/29", "deck": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5", "deckAnchor": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5#slide-29", "deckJson": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "A lower percentage of small accounts underwriters consider risks comparison analytics as important or very important, but a higher percentage see the availability of third-party data as important or very important", "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": "2026-04-23 22:58:30+00", "model": "claude-code-default", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-9f64-72ba-b415-43898e25661b", "parentComponentId": null }, { "bbox": { "h": 0.45, "w": 0.6, "x": 0.03, "y": 0.25 }, "kind": "chart", "text": "Grouped bar chart showing importance percentages for two categories across five segments (Overall, <$10K, $10-49K, $50-249K, +$250K)", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Grouped bar chart", "slug": "bar-grouped", "status": "active", "canonId": "019de52c-ff3b-751e-a8ff-f21ff11097b1", "version": 1, "description": null }, "framework": null }, "subkind": "bar-grouped", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:33.821+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2d58d4c1-92e4-4ec4-96df-bd6b88b5420e", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.4, "x": 0.03, "y": 0.75 }, "kind": "legend", "text": "Overall, <$10K, $10-49K, $50-249K, +$250K", "attrs": null, "canon": { "kind": { "name": "Legend", "slug": "legend", "status": "active", "canonId": "31361933-3d22-4c70-bbad-0801e9fffc0c", "version": 1, "description": "Color/symbol decoder placed adjacent to a chart or diagram." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:33.821+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9ffe046a-400b-41b5-80c2-678d641a7ac7", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.28, "x": 0.68, "y": 0.435 }, "kind": "list", "text": "Showing areas with greatest differences among account sizes\nNo significant differences identified by line of business", "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 19:49:33.821+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c9a10182-e9e5-4c79-bf4d-c63c6d09913f", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "% rating area as important or very important: 90%", "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": "2026-04-23 22:58:30+00", "model": "claude-code-default", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-9f64-72ba-b415-4681e48e56c1", "parentComponentId": null }, { "bbox": { "h": 0.06, "w": 0.75, "x": 0.03, "y": 0.86 }, "kind": "paragraph", "text": "Remarks: A lower percentage of small accounts underwriters consider risks comparison analytics as important or very important, but a higher percentage see the availability of third-party data as important or very important", "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 19:49:33.821+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "12d91be0-39df-4361-9001-07ab7e3ef173", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.85, "x": 0.03, "y": 0.13 }, "kind": "paragraph", "text": "Q6: When considering how to improve the quality of your organization's underwriting, how would you rate the importance of each of the following areas?", "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 19:49:33.821+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5a676754-0e5a-4f1e-a296-5085203d8110", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.2, "x": 0.03, "y": 0.95 }, "kind": "source-note", "text": "Source: 2021 P&C Underwriting 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. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:33.821+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "500e0832-9612-4fca-a614-e840a684ebfb", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.15, "x": 0.8, "y": 0.83 }, "kind": "table", "text": "Total responses = 434; >$10K = 111; $10-49K = 104; $50-249K = 128; +$250K = 91", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:33.821+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "798c5db1-c25b-4b00-aad9-ed27588da3a9", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.27, "x": 0.03, "y": 0.05 }, "kind": "title", "text": "IMPORTANCE BY AREA", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "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 }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:33.821+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "554d97e7-0599-414e-84e4-c5a145a02632", "parentComponentId": null } ], "metrics": [ { "metricRaw": "% rating area as important or very important", "numberRaw": "90%", "numberKind": "percent", "actionTitle": null, "calloutText": "A lower percentage of small accounts underwriters consider risks comparison analytics as important or very important, but a higher percentage see the availability of third-party data as important or very important", "numberScale": null, "numberValue": 90, "metricFamily": "index_score", "numberCurrency": null } ], "tools": [ { "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": "019de0ed-b112-733c-8688-d9f963b28053", "evidence": "Remarks callout interprets small vs large account differences.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 60, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 29, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Small Multiples", "slug": "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": "019de0ed-b0ea-7658-b3ba-b5e7a7484496", "evidence": "Two grouped bar charts share legend across account sizes.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 65, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 29, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [ { "to": 37, "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": 23, "name": "Deeper Layer", "beatId": "019de0ed-a5b8-732e-b7b7-b08c381f0615", "matchId": "019de0ed-a537-73fd-80df-5fcf183430a9", "beatType": null, "evidence": "Quality and Efficiency sections show declines vs 2008/2013.", "position": 3, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 60 }, { "to": 54, "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": 23, "name": "The Implications (So What)", "beatId": "019de0ed-a694-760b-a2a7-b0347971cf30", "matchId": "019de0ed-a63a-7769-97cb-f3303b0ce4f9", "beatType": null, "evidence": "Section summaries diagnose quality/efficiency/tech/talent issues.", "position": 2, "isPrimaryArc": false, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 50 } ], "loops": [ { "to": 29, "from": 24, "loop": { "name": "39_benchmark_gap", "slug": "39-benchmark-gap", "status": "active", "bestFor": "Performance improvement, competitive analysis, target setting", "canonId": "019dd956-75a4-7522-8d1a-af94da4703e9", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "Our Performance -> Industry Average -> Best-in-Class -> The Gap = The Opportunity", "description": "Compare performance against best-in-class to quantify the opportunity", "familyLabel": null }, "matchId": "019de0ed-a761-728a-8f20-bfb42802132a", "evidence": "p.27 explicit 2008/2013/2021 comparison; p.28 priority areas.", "position": 4, "objective": "Show quality has declined and identify priority gaps", "confidence": 75, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null } } ], "locked": true }, { "page": 30, "type": "setup", "function": "transition", "rawType": "section_divider", "block": null, "metadata": { "slideType": "section_divider", "slideTypeCanon": { "name": "Section divider", "slug": "section_divider", "status": "active", "canonId": "019de52d-066a-7402-9554-6ae504999041", "version": 1, "description": null }, "function": "transition", "functionCanon": { "name": "Transition", "slug": "transition", "status": "active", "canonId": "019de52d-1365-7149-92aa-66df859e75fd", "version": 1, "description": null }, "density": "sparse", "densityScore": 2, "componentCount": 2, "textChars": 34, "nDataPoints": 0, "notes": null, "elementsJson": [ "headline_text" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:49:28.967+00", "seconds": 1.96, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b633-bc0f4a0a3ef5/30", "deck": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5", "deckAnchor": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5#slide-30", "deckJson": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5.json" }, "components": [ { "bbox": { "h": 0.02, "w": 0.03, "x": 0.95, "y": 0.02 }, "kind": "paragraph", "text": "Index", "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 19:49:28.967+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "94bca85b-7fd3-4f02-87cd-c2520580349f", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.55, "x": 0.05, "y": 0.25 }, "kind": "title", "text": "4. EFFICIENCY OF UNDERWRITING", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "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 }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:28.967+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2a015320-be36-4e00-8e21-f83e202d8ea6", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [ { "to": 37, "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": 23, "name": "Deeper Layer", "beatId": "019de0ed-a5b8-732e-b7b7-b08c381f0615", "matchId": "019de0ed-a537-73fd-80df-5fcf183430a9", "beatType": null, "evidence": "Quality and Efficiency sections show declines vs 2008/2013.", "position": 3, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 60 }, { "to": 54, "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": 23, "name": "The Implications (So What)", "beatId": "019de0ed-a694-760b-a2a7-b0347971cf30", "matchId": "019de0ed-a63a-7769-97cb-f3303b0ce4f9", "beatType": null, "evidence": "Section summaries diagnose quality/efficiency/tech/talent issues.", "position": 2, "isPrimaryArc": false, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 50 } ], "loops": [], "locked": true }, { "page": 31, "type": "resolution", "function": "summarize", "rawType": "key_takeaways", "block": null, "metadata": { "slideType": "key_takeaways", "slideTypeCanon": { "name": "Key takeaways", "slug": "key_takeaways", "status": "active", "canonId": "019de52d-06e7-7674-a891-9f7de3b11b6d", "version": 1, "description": null }, "function": "summarize", "functionCanon": { "name": "Summarize", "slug": "summarize", "status": "active", "canonId": "019de52d-1541-704f-b86f-bf7b75056373", "version": 1, "description": null }, "density": "dense", "densityScore": 62, "componentCount": 6, "textChars": 935, "nDataPoints": 9, "notes": null, "elementsJson": [ "headline_text", "subtitle_text", "bullet_list", "numbered_list" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:49:42.454+00", "seconds": 15.379, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b633-bc0f4a0a3ef5/31", "deck": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5", "deckAnchor": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5#slide-31", "deckJson": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Only ~25% of P&C underwriters see their organizations 'superior' when it comes to the use of tools and technologies for making the underwriting work more efficient, while the remainder see them as either 'average' or 'deficient'", "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": "2026-04-23 22:58:33+00", "model": "claude-code-default", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-9f64-72ba-b415-5e29750bf166", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.94, "x": 0.03, "y": 0.37 }, "kind": "list", "text": "Little or limited automation. Only ~25% of P&C underwriters report >50% process automation. RPA/NLP are deficient. Automation lower in large accounts/specialty lines. Personal lines (32%) report higher AI/NLP usage than commercial (16%) or specialty (10%).", "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 19:49:42.454+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "05699482-108c-4607-811c-e46b13b5b4d0", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.94, "x": 0.03, "y": 0.63 }, "kind": "list", "text": "Top priority investments over the next three years: Predictive analytics (71%), New underwriting platforms (67%), Business intelligence (67%), Customer/broker portals (66%), Self-service solutions (63%).", "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 19:49:42.454+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "37ec5c68-f70e-42b6-b591-5dd31598341f", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.94, "x": 0.03, "y": 0.22 }, "kind": "list", "text": "Big gap in the use of the technology for improving the efficiency of underwriting. Only ~25% of P&C underwriters see their organizations 'superior' in tool usage.", "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 19:49:42.454+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4ccb3f47-d4ad-4d24-9b39-7fe7821b32dc", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "P&C underwriters rating tech use as 'superior': ~25%", "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": "2026-04-23 22:58:33+00", "model": "claude-code-default", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-9f64-72ba-b415-61e80d154aac", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.52, "x": 0.03, "y": 0.05 }, "kind": "title", "text": "EFFICIENCY OF UNDERWRITING SUMMARY", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "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 }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:42.454+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2eb03c0d-8bf6-400f-ad8a-9157e6098e89", "parentComponentId": null } ], "metrics": [ { "metricRaw": "P&C underwriters rating tech use as 'superior'", "numberRaw": "~25%", "numberKind": "percent", "actionTitle": null, "calloutText": "Only ~25% of P&C underwriters see their organizations 'superior' when it comes to the use of tools and technologies for making the underwriting work more efficient, while the remainder see them as either 'average' or 'deficient'", "numberScale": null, "numberValue": 25, "metricFamily": "index_score", "numberCurrency": null } ], "tools": [ { "tool": { "name": "Contrast Pairs", "slug": "contrast-pairs", "status": "active", "bestFor": null, "canonId": "019dd956-9b77-70d3-88b1-f34e26f60860", "version": 1, "bodyDocId": null, "description": "Creating tension through opposites: Before↔After, Problem↔Solution, Pain↔Relief", "familyLabel": null, "categoryName": "Loop", "categorySlug": "loop" }, "agent": "Storyteller", "layer": "loop", "agents": [ "Storyteller" ], "matchId": "019de0ed-b18c-713d-9ba5-dac17b610f4e", "evidence": "Loop pivots on 2013-vs-2021 automation regression.", "pageRefs": null, "priority": "Core", "whenToUse": null, "confidence": 55, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 31, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "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.", "canonId": "019dd956-ac70-700b-a608-ba58e78f5dcc", "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": [ "Architect" ], "matchId": "019de0ed-b13b-77fa-95be-1cfd65be41d7", "evidence": "Three themed bullet headlines act as mini action statements.", "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": 55, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 31, "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": "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": "019de0ed-b162-74a2-90e1-5876a1bbafe0", "evidence": "Bullets condense data into so-what implications for tech/automation.", "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": 60, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 31, "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). The recursion is what guarantees the implication makes it into ink.", "antipattern": "Stopping at the first tighter description (still a fact, not an implication), regressing past the audience's decision space into philosophy, smuggling the so-what into speaker notes, or re-using an implication aimed at a previous audience.", "cardinality": null, "narrativePurpose": "Forces every analytical artefact to close the gap between fact and decision, so the reader holds the recommendation by reading titles alone rather than reconstructing the analyst's mental model from raw evidence." } ], "frameworks": [], "arcBeats": [ { "to": 37, "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": 23, "name": "Deeper Layer", "beatId": "019de0ed-a5b8-732e-b7b7-b08c381f0615", "matchId": "019de0ed-a537-73fd-80df-5fcf183430a9", "beatType": null, "evidence": "Quality and Efficiency sections show declines vs 2008/2013.", "position": 3, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 60 }, { "to": 54, "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": 23, "name": "The Implications (So What)", "beatId": "019de0ed-a694-760b-a2a7-b0347971cf30", "matchId": "019de0ed-a63a-7769-97cb-f3303b0ce4f9", "beatType": null, "evidence": "Section summaries diagnose quality/efficiency/tech/talent issues.", "position": 2, "isPrimaryArc": false, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 50 } ], "loops": [ { "to": 37, "from": 31, "loop": { "name": "36_maturity_curve", "slug": "36-maturity-curve", "status": "active", "bestFor": "Digital transformation, capability building, benchmarking", "canonId": "019dd956-748d-7329-ad3a-5c550b66e275", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "Current Maturity Level -> The Gap to Next Level -> Required Capabilities -> The Roadmap", "description": "Show where you are on a progression and what it takes to reach the next level", "familyLabel": null }, "matchId": "019de0ed-a789-723a-96f6-128c62bc5981", "evidence": "p.32 current solution ratings; p.35 planned investments; p.37 2013 vs 2021 automation.", "position": 5, "objective": "Diagnose current efficiency maturity and required investment roadmap", "confidence": 60, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null } } ], "locked": true }, { "page": 32, "type": "analysis", "title": "The chart uses a diverging stacked bar format to visualize Likert-scale survey responses.", "function": "analyze_data", "rawType": "data_table", "block": null, "metadata": { "slideType": "data_table", "slideTypeCanon": { "name": "Data table", "slug": "data_table", "status": "active", "canonId": "019de52d-0bbd-71b9-9918-417f904abbf8", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "dense", "densityScore": 63, "componentCount": 7, "textChars": 539, "nDataPoints": 60, "notes": "The chart uses a diverging stacked bar format to visualize Likert-scale survey responses.", "elementsJson": [ "headline_text", "subtitle_text", "bar_chart_stacked", "callout_box", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:49:29.677+00", "seconds": 2.426, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b633-bc0f4a0a3ef5/32", "deck": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5", "deckAnchor": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5#slide-32", "deckJson": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Q7: How would you rate your organization's use of these solutions today to improve the efficiency of the underwriting process?", "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": "2026-04-23 22:58:55+00", "model": "claude-code-default", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-9f64-72ba-b415-96a82496bd8e", "parentComponentId": null }, { "bbox": { "h": 0.7, "w": 0.9, "x": 0.05, "y": 0.2 }, "kind": "chart", "text": "Stacked bar chart showing survey responses from 1 to 5 and 'Don't know'", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Stacked bar chart (100%)", "slug": "bar-stacked-100pct", "status": "active", "canonId": "019de52c-ff14-71b8-8d88-860f8d7da84b", "version": 1, "description": null }, "framework": null }, "subkind": "bar-stacked-100pct", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:29.677+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "034f3831-de96-47e0-8700-4fa536231c83", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.35, "x": 0.48, "y": 0.91 }, "kind": "legend", "text": "5 - Superior, 4, 3 - Average, 2, 1 - Deficient, Don't know", "attrs": null, "canon": { "kind": { "name": "Legend", "slug": "legend", "status": "active", "canonId": "31361933-3d22-4c70-bbad-0801e9fffc0c", "version": 1, "description": "Color/symbol decoder placed adjacent to a chart or diagram." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:29.677+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "559e3211-0158-4767-aeb0-adff82446af4", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "Rating of organization's use of solutions to improve underwriting efficiency (% of respondents): 26%", "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": "2026-04-23 22:58:55+00", "model": "claude-code-default", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-9f64-72ba-b415-9a46f113c744", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.75, "x": 0.035, "y": 0.12 }, "kind": "paragraph", "text": "Q7: How would you rate your organization's use of these solutions today to improve the efficiency of the underwriting process?", "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 19:49:29.677+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7c58df3a-648e-4ce2-a2c5-5d894f139f3b", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.2, "x": 0.035, "y": 0.95 }, "kind": "source-note", "text": "Source: 2021 P&C Underwriting 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. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:29.677+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ba62f42b-d96e-431e-9ce6-9303c1245903", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.3, "x": 0.035, "y": 0.05 }, "kind": "title", "text": "USE OF SOLUTIONS TODAY", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "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 }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:29.677+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "58e20aa0-cf83-4ac3-b750-e220aa9e5aa5", "parentComponentId": null } ], "metrics": [ { "metricRaw": "Rating of organization's use of solutions to improve underwriting efficiency (% of respondents)", "numberRaw": "26%", "numberKind": "percent", "actionTitle": null, "calloutText": "Q7: How would you rate your organization's use of these solutions today to improve the efficiency of the underwriting process?", "numberScale": null, "numberValue": 26, "metricFamily": "survey_sentiment", "numberCurrency": null } ], "tools": [ { "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": "019de0ed-b1dd-7729-9616-340a65351b16", "evidence": "Red circles/arrows mark AI/NLP and automation as deficient.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 80, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 32, "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": "019de0ed-b1b4-751d-b7db-9a6421a078dd", "evidence": "100% stacked bar fits 5-point usage rating across 10 solutions.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 75, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 32, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [ { "to": 37, "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": 23, "name": "Deeper Layer", "beatId": "019de0ed-a5b8-732e-b7b7-b08c381f0615", "matchId": "019de0ed-a537-73fd-80df-5fcf183430a9", "beatType": null, "evidence": "Quality and Efficiency sections show declines vs 2008/2013.", "position": 3, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 60 }, { "to": 54, "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": 23, "name": "The Implications (So What)", "beatId": "019de0ed-a694-760b-a2a7-b0347971cf30", "matchId": "019de0ed-a63a-7769-97cb-f3303b0ce4f9", "beatType": null, "evidence": "Section summaries diagnose quality/efficiency/tech/talent issues.", "position": 2, "isPrimaryArc": false, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 50 } ], "loops": [ { "to": 37, "from": 31, "loop": { "name": "36_maturity_curve", "slug": "36-maturity-curve", "status": "active", "bestFor": "Digital transformation, capability building, benchmarking", "canonId": "019dd956-748d-7329-ad3a-5c550b66e275", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "Current Maturity Level -> The Gap to Next Level -> Required Capabilities -> The Roadmap", "description": "Show where you are on a progression and what it takes to reach the next level", "familyLabel": null }, "matchId": "019de0ed-a789-723a-96f6-128c62bc5981", "evidence": "p.32 current solution ratings; p.35 planned investments; p.37 2013 vs 2021 automation.", "position": 5, "objective": "Diagnose current efficiency maturity and required investment roadmap", "confidence": 60, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null } } ], "locked": true }, { "page": 33, "type": "analysis", "title": "The slide uses a stacked bar chart to visualize survey responses on a 1-5 scale plus 'Don't know'.", "function": "analyze_data", "rawType": "data_table", "block": null, "metadata": { "slideType": "data_table", "slideTypeCanon": { "name": "Data table", "slug": "data_table", "status": "active", "canonId": "019de52d-0bbd-71b9-9918-417f904abbf8", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 88, "componentCount": 9, "textChars": 1171, "nDataPoints": 80, "notes": "The slide uses a stacked bar chart to visualize survey responses on a 1-5 scale plus 'Don't know'.", "elementsJson": [ "headline_text", "bar_chart_stacked", "bullet_list", "callout_box", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:49:35.392+00", "seconds": 7.889, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b633-bc0f4a0a3ef5/33", "deck": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5", "deckAnchor": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5#slide-33", "deckJson": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "A higher percentage of personal lines underwriters consider the use of automation and robotics for simple tasks to be superior, than underwriters focused on commercial lines", "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": "2026-04-23 22:58:52+00", "model": "claude-code-default", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-9f64-72ba-b415-7a001505b3db", "parentComponentId": null }, { "bbox": { "h": 0.5, "w": 0.95, "x": 0.03, "y": 0.25 }, "kind": "chart", "text": "Stacked bar charts comparing automation usage by line of business and account size.", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Stacked bar chart (100%)", "slug": "bar-stacked-100pct", "status": "active", "canonId": "019de52c-ff14-71b8-8d88-860f8d7da84b", "version": 1, "description": null }, "framework": null }, "subkind": "bar-stacked-100pct", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:35.392+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "135405b3-966a-416e-b438-ababe1dac958", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.4, "x": 0.03, "y": 0.75 }, "kind": "legend", "text": "Don't know, 1 - Deficient, 2, 3 - Average, 4, 5 - Superior", "attrs": null, "canon": { "kind": { "name": "Legend", "slug": "legend", "status": "active", "canonId": "31361933-3d22-4c70-bbad-0801e9fffc0c", "version": 1, "description": "Color/symbol decoder placed adjacent to a chart or diagram." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:35.392+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "10200a34-375f-40b8-8675-54a99b36c916", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.7, "x": 0.03, "y": 0.8 }, "kind": "list", "text": "Remarks: 1. A higher percentage of personal lines underwriters consider the use of automation and robotics for simple tasks to be superior, than underwriters focused on commercial lines. 2. Underwriters focused on mid-size to large accounts ($10-250K) consider their organizations' use of automation and robotics for simple tasks is deficient to a greater extent than underwriters of other account sizes", "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 19:49:35.392+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b2b748fe-ebfc-4af1-8a98-330b5ecd6b2d", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "Underwriters rating automation/robotics use as superior (rating 5): 24%", "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": "2026-04-23 22:58:52+00", "model": "claude-code-default", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-9f64-72ba-b415-7f49b7bc413e", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.2, "x": 0.03, "y": 0.95 }, "kind": "source-note", "text": "Source: 2021 P&C Underwriting 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. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:35.392+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d88b3936-e228-4686-975d-fa0ead454577", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.9, "x": 0.03, "y": 0.13 }, "kind": "subtitle", "text": "Q7: How would you rate your organization's use of automation/robotics for simple tasks today to improve the efficiency of the underwriting process?", "attrs": null, "canon": { "kind": { "name": "Subtitle", "slug": "subtitle", "status": "active", "canonId": "82d821ee-2793-42e7-8f16-c6131385a3ce", "version": 1, "description": "Header-zone supporting text near the title (= ex body.description with bbox)." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:35.392+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "fc8c7361-696d-4d85-a959-68619d92916f", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.15, "x": 0.8, "y": 0.75 }, "kind": "table", "text": "Total responses = 434; Personal lines = 76; Commercial lines = 295; Specialty = 50; Reinsurance = 13; <$10K = 111; $10-49K = 104; $50-249K = 128; +$250K = 91", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:35.392+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "307e427f-5841-40b2-833f-66a6c7a492fc", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.5, "x": 0.03, "y": 0.05 }, "kind": "title", "text": "USE OF AUTOMATION/ROBOTICS FOR SIMPLE TASKS", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "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 }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:35.392+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "371af583-4895-479c-82a3-5283b5894de7", "parentComponentId": null } ], "metrics": [ { "metricRaw": "Underwriters rating automation/robotics use as superior (rating 5)", "numberRaw": "24%", "numberKind": "percent", "actionTitle": null, "calloutText": "A higher percentage of personal lines underwriters consider the use of automation and robotics for simple tasks to be superior, than underwriters focused on commercial lines", "numberScale": null, "numberValue": 24, "metricFamily": "index_score", "numberCurrency": null } ], "tools": [ { "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": "019de0ed-b22e-7423-930c-5ecf574fdd6b", "evidence": "Yellow-dashed highlights on Personal Lines and mid bands.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 70, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 33, "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": "019de0ed-b205-7775-befd-8ae24d7a45ea", "evidence": "Two stacked bars by LOB and account size.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 70, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 33, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [ { "to": 37, "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": 23, "name": "Deeper Layer", "beatId": "019de0ed-a5b8-732e-b7b7-b08c381f0615", "matchId": "019de0ed-a537-73fd-80df-5fcf183430a9", "beatType": null, "evidence": "Quality and Efficiency sections show declines vs 2008/2013.", "position": 3, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 60 }, { "to": 54, "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": 23, "name": "The Implications (So What)", "beatId": "019de0ed-a694-760b-a2a7-b0347971cf30", "matchId": "019de0ed-a63a-7769-97cb-f3303b0ce4f9", "beatType": null, "evidence": "Section summaries diagnose quality/efficiency/tech/talent issues.", "position": 2, "isPrimaryArc": false, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 50 } ], "loops": [ { "to": 37, "from": 31, "loop": { "name": "36_maturity_curve", "slug": "36-maturity-curve", "status": "active", "bestFor": "Digital transformation, capability building, benchmarking", "canonId": "019dd956-748d-7329-ad3a-5c550b66e275", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "Current Maturity Level -> The Gap to Next Level -> Required Capabilities -> The Roadmap", "description": "Show where you are on a progression and what it takes to reach the next level", "familyLabel": null }, "matchId": "019de0ed-a789-723a-96f6-128c62bc5981", "evidence": "p.32 current solution ratings; p.35 planned investments; p.37 2013 vs 2021 automation.", "position": 5, "objective": "Diagnose current efficiency maturity and required investment roadmap", "confidence": 60, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null } } ], "locked": true }, { "page": 34, "type": "analysis", "title": "Includes a yellow highlight box on the chart for specific account size segments.", "function": "analyze_data", "rawType": "data_table", "block": null, "metadata": { "slideType": "data_table", "slideTypeCanon": { "name": "Data table", "slug": "data_table", "status": "active", "canonId": "019de52d-0bbd-71b9-9918-417f904abbf8", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 87, "componentCount": 9, "textChars": 1151, "nDataPoints": 50, "notes": "Includes a yellow highlight box on the chart for specific account size segments.", "elementsJson": [ "headline_text", "bar_chart_100pct", "callout_box", "numbered_list", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:49:35.223+00", "seconds": 7.6, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b633-bc0f4a0a3ef5/34", "deck": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5", "deckAnchor": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5#slide-34", "deckJson": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5.json" }, "components": [ { "bbox": { "h": 0.15, "w": 0.75, "x": 0.03, "y": 0.8 }, "kind": "callout", "text": "Remarks: 1. A higher percentage of personal lines underwriters consider the use of AI and NLP to be superior, than underwriters focused on commercial lines. 2. Underwriters focused on mid-size to large accounts ($10-250K) consider their organizations' use of AI and NLP to be deficient to a greater extent than underwriters of other account sizes.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:35.223+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "020e7fe6-29a3-428f-acb0-f60944824af2", "parentComponentId": null }, { "bbox": null, "kind": "callout", "text": "Underwriters focused on mid-size to large accounts ($10-250K) consider their organizations' use of AI and NLP is deficient to a greater extent than underwriters of other account sizes", "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": "2026-04-23 22:59:15+00", "model": "claude-code-default", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-9f64-72ba-b416-22a8be3bbc36", "parentComponentId": null }, { "bbox": { "h": 0.5, "w": 0.9, "x": 0.03, "y": 0.25 }, "kind": "chart", "text": "Stacked bar charts showing survey responses by line of business and account size.", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Stacked bar chart (100%)", "slug": "bar-stacked-100pct", "status": "active", "canonId": "019de52c-ff14-71b8-8d88-860f8d7da84b", "version": 1, "description": null }, "framework": null }, "subkind": "bar-stacked-100pct", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:35.223+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "49fb9c1b-fe61-465c-a73c-b035f0bb1d93", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.5, "x": 0.03, "y": 0.74 }, "kind": "legend", "text": "Don't know, 1 - Deficient, 2, 3 - Average, 4, 5 - Superior", "attrs": null, "canon": { "kind": { "name": "Legend", "slug": "legend", "status": "active", "canonId": "31361933-3d22-4c70-bbad-0801e9fffc0c", "version": 1, "description": "Color/symbol decoder placed adjacent to a chart or diagram." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:35.223+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "961fb911-58e1-4e76-83f6-0072156a0a60", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.15, "x": 0.82, "y": 0.75 }, "kind": "list", "text": "Total responses = 434; Personal lines = 76; Commercial lines = 295; Specialty = 50; Reinsurance = 13; <$10K = 111; $10-49K = 104; $50-249K = 128; +$250K = 91", "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 19:49:35.223+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "990e6931-c11b-4751-a285-ad9d1add67d5", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "Underwriter rating of AI/NLP use for document extraction (5-point scale): 434", "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": "2026-04-23 22:59:15+00", "model": "claude-code-default", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-9f64-72ba-b416-2656d3e8ea7b", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.2, "x": 0.03, "y": 0.95 }, "kind": "source-note", "text": "Source: 2021 P&C Underwriting 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. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:35.223+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "68888620-f86b-4782-bcd2-a52cf81a884b", "parentComponentId": null }, { "bbox": { "h": 0.06, "w": 0.9, "x": 0.03, "y": 0.13 }, "kind": "subtitle", "text": "Q7: How would you rate your organization's use of AI or NLP to extract information from documents today to improve the efficiency of the underwriting process?", "attrs": null, "canon": { "kind": { "name": "Subtitle", "slug": "subtitle", "status": "active", "canonId": "82d821ee-2793-42e7-8f16-c6131385a3ce", "version": 1, "description": "Header-zone supporting text near the title (= ex body.description with bbox)." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:35.223+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1d4b6840-74e6-4fa0-bc3c-9f92926de52a", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.7, "x": 0.03, "y": 0.05 }, "kind": "title", "text": "USE OF AI OR NLP TO EXTRACT INFORMATION FROM DOCUMENTS", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "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 }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:35.223+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "661c94b2-b828-4d75-aa5d-8870fff6efd2", "parentComponentId": null } ], "metrics": [ { "metricRaw": "Underwriter rating of AI/NLP use for document extraction (5-point scale)", "numberRaw": "434", "numberKind": "plain", "actionTitle": null, "calloutText": "Underwriters focused on mid-size to large accounts ($10-250K) consider their organizations' use of AI and NLP is deficient to a greater extent than underwriters of other account sizes", "numberScale": null, "numberValue": 434, "metricFamily": "index_score", "numberCurrency": null } ], "tools": [ { "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": "019de0ed-b281-701a-897a-2e33b13f99bd", "evidence": "Yellow-dashed highlights direct attention to mid-account deficiencies.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 70, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 34, "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": "019de0ed-b259-70b9-82fa-deee09f21f77", "evidence": "Two stacked bars (LOB / account size) on AI-NLP usage.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 70, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 34, "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": "129af41e-c787-4c2e-8c3b-b4460c49403a", "evidence": "The slide uses a stacked bar chart to show survey responses by line of business and account size.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.6, "extraction": { "at": "2026-07-16 21:03:05.933817+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 34, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Data Story Arc", "slug": "data-story-arc", "status": "active", "bestFor": null, "canonId": "019dd956-9c30-728e-b974-d3fb123dcf5a", "version": 1, "bodyDocId": null, "description": "Context → Conflict → Insight → Implication structure for data narratives", "familyLabel": null, "categoryName": "Loop", "categorySlug": "loop" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "fe60b693-448e-462e-b520-b6b3efbff9bf", "evidence": "The slide presents a survey result in a structured manner, with a clear question, data, and insights.", "pageRefs": null, "priority": "Core", "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 21:03:05.896183+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 34, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [ { "to": 37, "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": 23, "name": "Deeper Layer", "beatId": "019de0ed-a5b8-732e-b7b7-b08c381f0615", "matchId": "019de0ed-a537-73fd-80df-5fcf183430a9", "beatType": null, "evidence": "Quality and Efficiency sections show declines vs 2008/2013.", "position": 3, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 60 }, { "to": 54, "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": 23, "name": "The Implications (So What)", "beatId": "019de0ed-a694-760b-a2a7-b0347971cf30", "matchId": "019de0ed-a63a-7769-97cb-f3303b0ce4f9", "beatType": null, "evidence": "Section summaries diagnose quality/efficiency/tech/talent issues.", "position": 2, "isPrimaryArc": false, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 50 } ], "loops": [ { "to": 37, "from": 31, "loop": { "name": "36_maturity_curve", "slug": "36-maturity-curve", "status": "active", "bestFor": "Digital transformation, capability building, benchmarking", "canonId": "019dd956-748d-7329-ad3a-5c550b66e275", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "Current Maturity Level -> The Gap to Next Level -> Required Capabilities -> The Roadmap", "description": "Show where you are on a progression and what it takes to reach the next level", "familyLabel": null }, "matchId": "019de0ed-a789-723a-96f6-128c62bc5981", "evidence": "p.32 current solution ratings; p.35 planned investments; p.37 2013 vs 2021 automation.", "position": 5, "objective": "Diagnose current efficiency maturity and required investment roadmap", "confidence": 60, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null } } ], "locked": true }, { "page": 35, "type": "analysis", "title": "The chart displays survey results regarding investment priorities in underwriting, with a breakdown of 'Currently investing', 'Planned in next 3 years', 'Not a ", "function": "analyze_data", "rawType": "data_table", "block": null, "metadata": { "slideType": "data_table", "slideTypeCanon": { "name": "Data table", "slug": "data_table", "status": "active", "canonId": "019de52d-0bbd-71b9-9918-417f904abbf8", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 83, "componentCount": 9, "textChars": 841, "nDataPoints": 40, "notes": "The chart displays survey results regarding investment priorities in underwriting, with a breakdown of 'Currently investing', 'Planned in next 3 years', 'Not a priority', and 'Don't know'.", "elementsJson": [ "headline_text", "bar_chart_stacked", "callout_box", "numbered_list", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:49:31.152+00", "seconds": 3.502, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b633-bc0f4a0a3ef5/35", "deck": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5", "deckAnchor": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5#slide-35", "deckJson": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5.json" }, "components": [ { "bbox": { "h": 0.12, "w": 0.33, "x": 0.03, "y": 0.8 }, "kind": "callout", "text": "Comments: High levels of 'don't knows' (+25%); Use or increased use of offshoring for underwriting support: 30% not a priority", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:31.152+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2b2dcea5-6649-44e8-8c1d-577a8e8fa46f", "parentComponentId": null }, { "bbox": null, "kind": "callout", "text": "Use or increased use of offshoring for underwriting support: 30% not a priority", "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": "2026-04-23 22:59:07+00", "model": "claude-code-default", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-9f64-72ba-b416-0719d9881904", "parentComponentId": null }, { "bbox": { "h": 0.55, "w": 0.95, "x": 0.03, "y": 0.2 }, "kind": "chart", "text": "Stacked bar chart of investment priorities", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Stacked bar chart (100%)", "slug": "bar-stacked-100pct", "status": "active", "canonId": "019de52c-ff14-71b8-8d88-860f8d7da84b", "version": 1, "description": null }, "framework": null }, "subkind": "bar-stacked-100pct", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:31.152+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2fa24d48-8611-4a54-9b1c-b7cc6f6652a6", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.45, "x": 0.45, "y": 0.74 }, "kind": "legend", "text": "Currently investing, Planned in next 3 years, Not a priority, Don't know", "attrs": null, "canon": { "kind": { "name": "Legend", "slug": "legend", "status": "active", "canonId": "31361933-3d22-4c70-bbad-0801e9fffc0c", "version": 1, "description": "Color/symbol decoder placed adjacent to a chart or diagram." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:31.152+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ea2e939d-0814-4eb8-9c60-357b99b16b4d", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.6, "x": 0.36, "y": 0.8 }, "kind": "list", "text": "Top 5 priority investments: 1. Use of predictive analytics, 2. Investment in new UW platforms, 3. Business intelligence and reporting, 4. Use of customer/broker portals, 5. Use of customer/brokers self-service solutions", "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": "Numbered list", "slug": "numbered", "status": "active", "canonId": "019de52c-fcc0-7718-a284-a4250c805df2", "version": 1, "description": null }, "framework": null }, "subkind": "numbered", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:31.152+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a96cb5d0-52e2-4265-bce0-cac92b094411", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "% currently investing in analytics/predictive models for underwriting: 51%", "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": "2026-04-23 22:59:07+00", "model": "claude-code-default", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-9f64-72ba-b416-09a7e44f91df", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.2, "x": 0.03, "y": 0.95 }, "kind": "source-note", "text": "Source: 2021 P&C Underwriting 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. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:31.152+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7c469611-dd83-43aa-8abc-d58c974391c9", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.85, "x": 0.03, "y": 0.12 }, "kind": "subtitle", "text": "Q8: Where is your company currently investing or planning to invest over the next 3 years, to improve the efficiency of its underwriting organization?", "attrs": null, "canon": { "kind": { "name": "Subtitle", "slug": "subtitle", "status": "active", "canonId": "82d821ee-2793-42e7-8f16-c6131385a3ce", "version": 1, "description": "Header-zone supporting text near the title (= ex body.description with bbox)." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:31.152+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "3e27dd7e-ccf6-48a6-a8be-3abf2800529d", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.45, "x": 0.03, "y": 0.05 }, "kind": "title", "text": "INVESTMENTS TODAY AND OVER THE NEXT 3 YEARS", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "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 }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:31.152+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "fa522e9f-adec-46c5-9c0d-019dbb06ff2b", "parentComponentId": null } ], "metrics": [ { "metricRaw": "% currently investing in analytics/predictive models for underwriting", "numberRaw": "51%", "numberKind": "percent", "actionTitle": null, "calloutText": "Use or increased use of offshoring for underwriting support: 30% not a priority", "numberScale": null, "numberValue": 51, "metricFamily": "other", "numberCurrency": null } ], "tools": [ { "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": "019de0ed-b2a8-71dd-9ea4-d01d5f5414cf", "evidence": "100% stacked bar ranks 10 investment areas by status.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 70, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 35, "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": "9e4a46aa-719b-4130-b718-9f99b750e71e", "evidence": "The slide uses a stacked bar chart to show investment priorities.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.6, "extraction": { "at": "2026-07-16 21:03:06.036958+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 35, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Data Story Arc", "slug": "data-story-arc", "status": "active", "bestFor": null, "canonId": "019dd956-9c30-728e-b974-d3fb123dcf5a", "version": 1, "bodyDocId": null, "description": "Context → Conflict → Insight → Implication structure for data narratives", "familyLabel": null, "categoryName": "Loop", "categorySlug": "loop" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "b11ebbd8-6230-432c-955f-17aecda59d44", "evidence": "The slide presents a survey result in a structured manner, with a clear question, data, and insights.", "pageRefs": null, "priority": "Core", "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 21:03:06.00004+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 35, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Von Restorff Effect", "slug": "von-restorff-effect", "status": "active", "bestFor": null, "canonId": "019dd956-beab-73d8-9f62-30d0332e926e", "version": 1, "bodyDocId": null, "description": "Items that stand out are noticed and remembered - make key points visually distinct", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Designer", "layer": "slide", "agents": [ "Designer" ], "matchId": "019de0ed-b2d0-70d8-b56a-d643299379bb", "evidence": "Top-5 priorities pulled out in callout list.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 60, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 35, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [ { "to": 37, "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": 23, "name": "Deeper Layer", "beatId": "019de0ed-a5b8-732e-b7b7-b08c381f0615", "matchId": "019de0ed-a537-73fd-80df-5fcf183430a9", "beatType": null, "evidence": "Quality and Efficiency sections show declines vs 2008/2013.", "position": 3, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 60 }, { "to": 54, "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": 23, "name": "The Implications (So What)", "beatId": "019de0ed-a694-760b-a2a7-b0347971cf30", "matchId": "019de0ed-a63a-7769-97cb-f3303b0ce4f9", "beatType": null, "evidence": "Section summaries diagnose quality/efficiency/tech/talent issues.", "position": 2, "isPrimaryArc": false, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 50 } ], "loops": [ { "to": 37, "from": 31, "loop": { "name": "36_maturity_curve", "slug": "36-maturity-curve", "status": "active", "bestFor": "Digital transformation, capability building, benchmarking", "canonId": "019dd956-748d-7329-ad3a-5c550b66e275", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "Current Maturity Level -> The Gap to Next Level -> Required Capabilities -> The Roadmap", "description": "Show where you are on a progression and what it takes to reach the next level", "familyLabel": null }, "matchId": "019de0ed-a789-723a-96f6-128c62bc5981", "evidence": "p.32 current solution ratings; p.35 planned investments; p.37 2013 vs 2021 automation.", "position": 5, "objective": "Diagnose current efficiency maturity and required investment roadmap", "confidence": 60, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null } } ], "locked": true }, { "page": 36, "type": "analysis", "title": "The chart displays survey results regarding automation levels, with a clear trend showing lower automation for larger accounts and specialty lines.", "function": "analyze_data", "rawType": "data_table", "block": null, "metadata": { "slideType": "data_table", "slideTypeCanon": { "name": "Data table", "slug": "data_table", "status": "active", "canonId": "019de52d-0bbd-71b9-9918-417f904abbf8", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "dense", "densityScore": 69, "componentCount": 8, "textChars": 532, "nDataPoints": 30, "notes": "The chart displays survey results regarding automation levels, with a clear trend showing lower automation for larger accounts and specialty lines.", "elementsJson": [ "headline_text", "subtitle_text", "bar_chart_stacked", "callout_box", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:49:30.684+00", "seconds": 2.99, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b633-bc0f4a0a3ef5/36", "deck": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5", "deckAnchor": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5#slide-36", "deckJson": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5.json" }, "components": [ { "bbox": { "h": 0.1, "w": 0.73, "x": 0.05, "y": 0.84 }, "kind": "callout", "text": "Remarks: Partial to low levels of automation; Automation is lower the larger the account, and is lower in specialty lines and reinsurance", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:30.684+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "44951d54-5bca-4af7-b75c-df3ec164beec", "parentComponentId": null }, { "bbox": null, "kind": "callout", "text": "Automation is lower the larger the account, and is lower in specialty lines and reinsurance", "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": "2026-04-23 22:59:04+00", "model": "claude-code-default", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-9f64-72ba-b415-e97d63deccd5", "parentComponentId": null }, { "bbox": { "h": 0.55, "w": 0.69, "x": 0.16, "y": 0.25 }, "kind": "chart", "text": null, "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Stacked bar chart (100%)", "slug": "bar-stacked-100pct", "status": "active", "canonId": "019de52c-ff14-71b8-8d88-860f8d7da84b", "version": 1, "description": null }, "framework": null }, "subkind": "bar-stacked-100pct", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:30.684+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "3057fda7-391e-4d0d-8097-f5b01f73ebf8", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.52, "x": 0.315, "y": 0.745 }, "kind": "legend", "text": "90% or more; At least 70%; At least 50%; Below 50%; No automation", "attrs": null, "canon": { "kind": { "name": "Legend", "slug": "legend", "status": "active", "canonId": "31361933-3d22-4c70-bbad-0801e9fffc0c", "version": 1, "description": "Color/symbol decoder placed adjacent to a chart or diagram." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:30.684+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0906b8c0-ca11-440b-9da7-f2e74fe7c4cc", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "% underwriting process automated: 39%", "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": "2026-04-23 22:59:04+00", "model": "claude-code-default", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-9f64-72ba-b415-ee9a9e0f8119", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.95, "x": 0.05, "y": 0.95 }, "kind": "source-note", "text": "Source: 2021 P&C Underwriting Survey; Number of responses = 434 (Rebased to exclude N.A.)", "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. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:30.684+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8c487fe4-af01-4262-907c-69302d3decc7", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.6, "x": 0.03, "y": 0.13 }, "kind": "subtitle", "text": "Q9: For the following premium (USD) segments, what percentage of the underwriting process is automated?", "attrs": null, "canon": { "kind": { "name": "Subtitle", "slug": "subtitle", "status": "active", "canonId": "82d821ee-2793-42e7-8f16-c6131385a3ce", "version": 1, "description": "Header-zone supporting text near the title (= ex body.description with bbox)." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:30.684+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "30942144-5913-47c7-af29-703c5337dfed", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.18, "x": 0.03, "y": 0.05 }, "kind": "title", "text": "AUTOMATION", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "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 }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:30.684+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "468536f2-f5fc-4d09-ae27-f7340e0be329", "parentComponentId": null } ], "metrics": [ { "metricRaw": "% underwriting process automated", "numberRaw": "39%", "numberKind": "percent", "actionTitle": null, "calloutText": "Automation is lower the larger the account, and is lower in specialty lines and reinsurance", "numberScale": null, "numberValue": 39, "metricFamily": "other", "numberCurrency": null } ], "tools": [ { "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": "019de0ed-b2f7-7414-a394-c434d36e5743", "evidence": "100% stacked bar across six premium segments by automation level.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 70, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 36, "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": "80bdfdee-e03a-4328-8f21-c5462356fa37", "evidence": "The slide uses a stacked bar chart to show automation levels by segment.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.6, "extraction": { "at": "2026-07-16 21:03:06.133176+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 36, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Data Story Arc", "slug": "data-story-arc", "status": "active", "bestFor": null, "canonId": "019dd956-9c30-728e-b974-d3fb123dcf5a", "version": 1, "bodyDocId": null, "description": "Context → Conflict → Insight → Implication structure for data narratives", "familyLabel": null, "categoryName": "Loop", "categorySlug": "loop" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "c65120f6-d40b-495b-863a-a4b659bbb0af", "evidence": "The slide presents a survey result in a structured manner, with a clear question, data, and insights.", "pageRefs": null, "priority": "Core", "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 21:03:06.101616+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 36, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [ { "to": 37, "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": 23, "name": "Deeper Layer", "beatId": "019de0ed-a5b8-732e-b7b7-b08c381f0615", "matchId": "019de0ed-a537-73fd-80df-5fcf183430a9", "beatType": null, "evidence": "Quality and Efficiency sections show declines vs 2008/2013.", "position": 3, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 60 }, { "to": 54, "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": 23, "name": "The Implications (So What)", "beatId": "019de0ed-a694-760b-a2a7-b0347971cf30", "matchId": "019de0ed-a63a-7769-97cb-f3303b0ce4f9", "beatType": null, "evidence": "Section summaries diagnose quality/efficiency/tech/talent issues.", "position": 2, "isPrimaryArc": false, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 50 } ], "loops": [ { "to": 37, "from": 31, "loop": { "name": "36_maturity_curve", "slug": "36-maturity-curve", "status": "active", "bestFor": "Digital transformation, capability building, benchmarking", "canonId": "019dd956-748d-7329-ad3a-5c550b66e275", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "Current Maturity Level -> The Gap to Next Level -> Required Capabilities -> The Roadmap", "description": "Show where you are on a progression and what it takes to reach the next level", "familyLabel": null }, "matchId": "019de0ed-a789-723a-96f6-128c62bc5981", "evidence": "p.32 current solution ratings; p.35 planned investments; p.37 2013 vs 2021 automation.", "position": 5, "objective": "Diagnose current efficiency maturity and required investment roadmap", "confidence": 60, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null } } ], "locked": true }, { "page": 37, "type": "analysis", "title": "The chart shows a clear trend of increasing automation across all segments from 2013 to 2021.", "function": "analyze_data", "rawType": "data_table", "block": null, "metadata": { "slideType": "data_table", "slideTypeCanon": { "name": "Data table", "slug": "data_table", "status": "active", "canonId": "019de52d-0bbd-71b9-9918-417f904abbf8", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "dense", "densityScore": 58, "componentCount": 7, "textChars": 417, "nDataPoints": 60, "notes": "The chart shows a clear trend of increasing automation across all segments from 2013 to 2021.", "elementsJson": [ "headline_text", "subtitle_text", "bar_chart_stacked", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:49:30.262+00", "seconds": 2.533, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b633-bc0f4a0a3ef5/37", "deck": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5", "deckAnchor": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5#slide-37", "deckJson": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5.json" }, "components": [ { "bbox": { "h": 0.55, "w": 0.94, "x": 0.03, "y": 0.25 }, "kind": "chart", "text": "Stacked bar chart showing automation levels by segment and year", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Stacked bar chart (100%)", "slug": "bar-stacked-100pct", "status": "active", "canonId": "019de52c-ff14-71b8-8d88-860f8d7da84b", "version": 1, "description": null }, "framework": null }, "subkind": "bar-stacked-100pct", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:30.262+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "36a54e22-c0de-439d-86f7-74d8c0c93c97", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.5, "x": 0.03, "y": 0.085 }, "kind": "legend", "text": "90% of more | At least 70% | At least 50% | Below 50% | No Automation", "attrs": null, "canon": { "kind": { "name": "Legend", "slug": "legend", "status": "active", "canonId": "31361933-3d22-4c70-bbad-0801e9fffc0c", "version": 1, "description": "Color/symbol decoder placed adjacent to a chart or diagram." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:30.262+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7095704f-5a0d-4a0c-932f-89bfe05b7d5d", "parentComponentId": null }, { "bbox": { "h": 0.06, "w": 0.2, "x": 0.75, "y": 0.88 }, "kind": "list", "text": "Number of responses: 2013 = 559; 2021 = 434 (rebased to exclude N.A.)", "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 19:49:30.262+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4a298333-d31d-40e2-9a26-75c2241ba836", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "Share reporting 'No Automation' in overall underwriting (2021): 39%", "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": "2026-04-23 22:59:04+00", "model": "claude-code-default", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-9f64-72ba-b415-d30a0a248c89", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.65, "x": 0.03, "y": 0.13 }, "kind": "paragraph", "text": "Q9: For the following premium (USD) segments, what percentage of the underwriting process is automated?", "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 19:49:30.262+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "95619ef7-1115-4c8f-ad0f-16f11a881b1f", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.2, "x": 0.03, "y": 0.95 }, "kind": "source-note", "text": "Source: 2021 P&C Underwriting 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. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:30.262+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0232f92b-417e-4567-bf22-cdf3e46d7243", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.18, "x": 0.03, "y": 0.05 }, "kind": "title", "text": "AUTOMATION", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "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 }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:30.262+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a4bb4944-7e0f-4053-b6a4-3fd87d17f337", "parentComponentId": null } ], "metrics": [ { "metricRaw": "Share reporting 'No Automation' in overall underwriting (2021)", "numberRaw": "39%", "numberKind": "percent", "actionTitle": null, "calloutText": null, "numberScale": null, "numberValue": 39, "metricFamily": "share_penetration", "numberCurrency": null } ], "tools": [ { "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": "0de5fc05-9e0f-4154-8b0f-d915cfeda507", "evidence": "The slide uses a stacked bar chart to show automation levels by segment and year.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.6, "extraction": { "at": "2026-07-16 21:03:06.23199+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 37, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Contrast Principle", "slug": "contrast-principle", "status": "active", "bestFor": null, "canonId": "019dd956-bf0f-73ae-b9df-e60508cdaa65", "version": 1, "bodyDocId": null, "description": "Higher visual weight draws attention - use contrast strategically for emphasis", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Designer", "layer": "slide", "agents": [ "Designer" ], "matchId": "019de0ed-b349-7689-b276-13928314052c", "evidence": "Side-by-side year comparison reveals automation regression.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 75, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 37, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Data Story Arc", "slug": "data-story-arc", "status": "active", "bestFor": null, "canonId": "019dd956-9c30-728e-b974-d3fb123dcf5a", "version": 1, "bodyDocId": null, "description": "Context → Conflict → Insight → Implication structure for data narratives", "familyLabel": null, "categoryName": "Loop", "categorySlug": "loop" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "cdfdf1c4-7356-44c2-b93f-7fa5b462e037", "evidence": "The slide presents a survey result in a structured manner, with a clear question, data, and insights.", "pageRefs": null, "priority": "Core", "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 21:03:06.199749+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 37, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Small Multiples", "slug": "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": "019de0ed-b321-73d3-a7e4-82defc6537d1", "evidence": "Six paired 2013 vs 2021 stacked bars across premium segments.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 80, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 37, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [ { "to": 37, "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": 23, "name": "Deeper Layer", "beatId": "019de0ed-a5b8-732e-b7b7-b08c381f0615", "matchId": "019de0ed-a537-73fd-80df-5fcf183430a9", "beatType": null, "evidence": "Quality and Efficiency sections show declines vs 2008/2013.", "position": 3, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 60 }, { "to": 54, "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": 23, "name": "The Implications (So What)", "beatId": "019de0ed-a694-760b-a2a7-b0347971cf30", "matchId": "019de0ed-a63a-7769-97cb-f3303b0ce4f9", "beatType": null, "evidence": "Section summaries diagnose quality/efficiency/tech/talent issues.", "position": 2, "isPrimaryArc": false, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 50 } ], "loops": [ { "to": 37, "from": 31, "loop": { "name": "36_maturity_curve", "slug": "36-maturity-curve", "status": "active", "bestFor": "Digital transformation, capability building, benchmarking", "canonId": "019dd956-748d-7329-ad3a-5c550b66e275", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "Current Maturity Level -> The Gap to Next Level -> Required Capabilities -> The Roadmap", "description": "Show where you are on a progression and what it takes to reach the next level", "familyLabel": null }, "matchId": "019de0ed-a789-723a-96f6-128c62bc5981", "evidence": "p.32 current solution ratings; p.35 planned investments; p.37 2013 vs 2021 automation.", "position": 5, "objective": "Diagnose current efficiency maturity and required investment roadmap", "confidence": 60, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null } } ], "locked": true }, { "page": 38, "type": "setup", "function": "transition", "rawType": "section_divider", "block": null, "metadata": { "slideType": "section_divider", "slideTypeCanon": { "name": "Section divider", "slug": "section_divider", "status": "active", "canonId": "019de52d-066a-7402-9554-6ae504999041", "version": 1, "description": null }, "function": "transition", "functionCanon": { "name": "Transition", "slug": "transition", "status": "active", "canonId": "019de52d-1365-7149-92aa-66df859e75fd", "version": 1, "description": null }, "density": "sparse", "densityScore": 2, "componentCount": 2, "textChars": 25, "nDataPoints": 0, "notes": null, "elementsJson": [ "headline_text" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:49:29.632+00", "seconds": 1.725, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b633-bc0f4a0a3ef5/38", "deck": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5", "deckAnchor": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5#slide-38", "deckJson": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5.json" }, "components": [ { "bbox": { "h": 0.02, "w": 0.03, "x": 0.95, "y": 0.02 }, "kind": "paragraph", "text": "Index", "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 19:49:29.632+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b8fb0e03-2404-4466-9980-ffc899613bbf", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.4, "x": 0.05, "y": 0.25 }, "kind": "title", "text": "5. USE OF TECHNOLOGY", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "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 }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:29.632+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1b49c997-4fc3-4e91-9c5f-55f6fc41a49f", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [ { "to": 54, "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": 38, "name": "Core Insight", "beatId": "019de0ed-a5e0-7728-aead-9ed12d53be49", "matchId": "019de0ed-a537-73fd-80df-5fcf183430a9", "beatType": null, "evidence": "Tech paradox and talent worsening reveal underlying root cause.", "position": 4, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 60 }, { "to": 54, "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": 23, "name": "The Implications (So What)", "beatId": "019de0ed-a694-760b-a2a7-b0347971cf30", "matchId": "019de0ed-a63a-7769-97cb-f3303b0ce4f9", "beatType": null, "evidence": "Section summaries diagnose quality/efficiency/tech/talent issues.", "position": 2, "isPrimaryArc": false, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 50 } ], "loops": [], "locked": true }, { "page": 39, "type": "resolution", "function": "summarize", "rawType": "key_takeaways", "block": null, "metadata": { "slideType": "key_takeaways", "slideTypeCanon": { "name": "Key takeaways", "slug": "key_takeaways", "status": "active", "canonId": "019de52d-06e7-7674-a891-9f7de3b11b6d", "version": 1, "description": null }, "function": "summarize", "functionCanon": { "name": "Summarize", "slug": "summarize", "status": "active", "canonId": "019de52d-1541-704f-b86f-bf7b75056373", "version": 1, "description": null }, "density": "dense", "densityScore": 73, "componentCount": 7, "textChars": 1410, "nDataPoints": 4, "notes": null, "elementsJson": [ "headline_text", "subtitle_text", "bullet_list", "callout_box" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:49:30.702+00", "seconds": 2.701, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b633-bc0f4a0a3ef5/39", "deck": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5", "deckAnchor": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5#slide-39", "deckJson": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "However, the percentage of underwriters who express that technology has increased their workload is at a historical minimum compared to previous surveys, down 28 percentage points vs. the 2013 survey, to 26%", "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": "2026-04-23 22:59:04+00", "model": "claude-code-default", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-9f64-72ba-b415-ba54bd94445c", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.933, "x": 0.033, "y": 0.658 }, "kind": "list", "text": "Technology maturity: Most matured tech is seen around agent portals and tools. Technology for data and analytics (except geo-coding) is seen as less matured. Collaboration and systems/workflow tools have mixed maturity levels. Incipient use of AI/ML across, especially for cross-sell, NLP, and data cleansing. Some uses for enablement of underwriters' core functions", "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 19:49:30.702+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0a17de3b-4a45-466f-911c-11511f24b5d4", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.933, "x": 0.033, "y": 0.218 }, "kind": "list", "text": "Overall positive impact of technology: The use of technology is seen as having had a positive impact on quoting and selling, evaluating risk and pricing, and servicing accounts. But has had reduced impact on the automation/elimination of non-core and administration tasks.", "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 19:49:30.702+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f4345e2d-07fa-4fb7-871b-a9d266dadeca", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.933, "x": 0.033, "y": 0.408 }, "kind": "list", "text": "Technology still considered ineffective in reducing underwriters' workload: 64% say their workload has increased (26%) or had no change (38%). Inefficient systems and the lack of integration of data and with other systems requiring manual work are seen top reasons for this. However, the percentage of underwriters who express that technology has increased their workload is at a historical minimum compared to previous surveys, down 28 percentage points vs. the 2013 survey, to 26%", "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 19:49:30.702+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f547ba8c-5cba-4d6b-9b88-813476dc8be0", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "Underwriters reporting workload increased or unchanged: 64%", "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": "2026-04-23 22:59:04+00", "model": "claude-code-default", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-9f64-72ba-b415-bcdb289e2a17", "parentComponentId": null }, { "bbox": { "h": 0.056, "w": 0.367, "x": 0.033, "y": 0.056 }, "kind": "title", "text": "USE OF TECHNOLOGY", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "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 }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:30.702+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "32b01758-512b-4f2e-9735-1ee31ab6761f", "parentComponentId": null }, { "bbox": { "h": 0.042, "w": 0.152, "x": 0.033, "y": 0.125 }, "kind": "title", "text": "SUMMARY", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Subtitle", "slug": "subtitle", "status": "active", "canonId": "019de52c-fb09-739d-900c-815b0d9ac526", "version": 1, "description": null }, "framework": null }, "subkind": "subtitle", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:30.702+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "178c1d26-cdc9-4835-9b2b-867d819ba679", "parentComponentId": null } ], "metrics": [ { "metricRaw": "Underwriters reporting workload increased or unchanged", "numberRaw": "64%", "numberKind": "percent", "actionTitle": null, "calloutText": "However, the percentage of underwriters who express that technology has increased their workload is at a historical minimum compared to previous surveys, down 28 percentage points vs. the 2013 survey, to 26%", "numberScale": null, "numberValue": 64, "metricFamily": "other", "numberCurrency": null } ], "tools": [ { "tool": { "name": "Antithesis", "slug": "antithesis", "status": "active", "bestFor": null, "canonId": "019dd956-a1f8-7283-8cf4-8e2c4292cc4e", "version": 1, "bodyDocId": null, "description": "Juxtaposing contrasting ideas in parallel structure", "familyLabel": null, "categoryName": "Loop", "categorySlug": "loop" }, "agent": "Storyteller", "layer": "loop", "agents": [ "Storyteller" ], "matchId": "019de0ed-b3c0-729d-9814-c8cfbc0b27a4", "evidence": "Section juxtaposes tech improving performance vs failing on workload.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 75, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 39, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "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.", "canonId": "019dd956-ac70-700b-a608-ba58e78f5dcc", "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": [ "Architect" ], "matchId": "019de0ed-b371-76ff-908c-d1ecba6c27eb", "evidence": "Three bolded headline themes summarise Tech section.", "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": 55, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 39, "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": "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": "019de0ed-b398-73dc-967a-126a68b7d10b", "evidence": "Bullets state implications: positive impact yet ineffective on workload.", "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": 60, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 39, "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). The recursion is what guarantees the implication makes it into ink.", "antipattern": "Stopping at the first tighter description (still a fact, not an implication), regressing past the audience's decision space into philosophy, smuggling the so-what into speaker notes, or re-using an implication aimed at a previous audience.", "cardinality": null, "narrativePurpose": "Forces every analytical artefact to close the gap between fact and decision, so the reader holds the recommendation by reading titles alone rather than reconstructing the analyst's mental model from raw evidence." } ], "frameworks": [], "arcBeats": [ { "to": 54, "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": 38, "name": "Core Insight", "beatId": "019de0ed-a5e0-7728-aead-9ed12d53be49", "matchId": "019de0ed-a537-73fd-80df-5fcf183430a9", "beatType": null, "evidence": "Tech paradox and talent worsening reveal underlying root cause.", "position": 4, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 60 }, { "to": 54, "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": 23, "name": "The Implications (So What)", "beatId": "019de0ed-a694-760b-a2a7-b0347971cf30", "matchId": "019de0ed-a63a-7769-97cb-f3303b0ce4f9", "beatType": null, "evidence": "Section summaries diagnose quality/efficiency/tech/talent issues.", "position": 2, "isPrimaryArc": false, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 50 } ], "loops": [ { "to": 46, "from": 39, "loop": { "name": "20_paradox_resolver", "slug": "20-paradox-resolver", "status": "active", "bestFor": "Strategic pivots, innovation pitches, challenging conventional wisdom", "canonId": "019dd956-6e0a-749e-b9bd-5c42569a9af8", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "The Apparent Contradiction -> Why Both Seem True -> The Deeper Truth That Reconciles", "description": "Introduce a seeming contradiction that captures attention, then resolve it with a deeper truth", "familyLabel": null }, "matchId": "019de0ed-a7b0-73fb-8724-b675333a497a", "evidence": "p.40 60% positive impact vs p.41 callout '64% say workload increased or had no change'.", "position": 6, "objective": "Resolve apparent contradiction: tech improves performance yet does not reduce workload", "confidence": 80, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null } } ], "locked": true }, { "page": 40, "type": "analysis", "title": "The chart uses a diverging stacked bar format to represent a 5-point Likert scale.", "function": "analyze_data", "rawType": "data_table", "block": null, "metadata": { "slideType": "data_table", "slideTypeCanon": { "name": "Data table", "slug": "data_table", "status": "active", "canonId": "019de52d-0bbd-71b9-9918-417f904abbf8", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "dense", "densityScore": 68, "componentCount": 8, "textChars": 486, "nDataPoints": 48, "notes": "The chart uses a diverging stacked bar format to represent a 5-point Likert scale.", "elementsJson": [ "headline_text", "bar_chart_stacked", "callout_box", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:49:30.75+00", "seconds": 2.579, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b633-bc0f4a0a3ef5/40", "deck": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5", "deckAnchor": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5#slide-40", "deckJson": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Q10: How have technology changes in your organization affected your underwriting performance?", "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": "2026-04-23 22:59:28+00", "model": "claude-code-default", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-9f64-72ba-b416-3d03be1b9cb9", "parentComponentId": null }, { "bbox": { "h": 0.7, "w": 0.7, "x": 0.25, "y": 0.2 }, "kind": "chart", "text": "Diverging stacked bar chart showing impact of technology on 12 underwriting performance areas.", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Stacked bar chart", "slug": "bar-stacked", "status": "active", "canonId": "019de52c-feec-74bf-9028-15b74f84f0a7", "version": 1, "description": null }, "framework": null }, "subkind": "bar-stacked", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:30.75+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c8542a07-6f0c-41b2-88a8-cd097a2cb47e", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.4, "x": 0.45, "y": 0.91 }, "kind": "legend", "text": "5 - Positive, 4, 3 - No Change, 2, 1 - Negative", "attrs": null, "canon": { "kind": { "name": "Legend", "slug": "legend", "status": "active", "canonId": "31361933-3d22-4c70-bbad-0801e9fffc0c", "version": 1, "description": "Color/symbol decoder placed adjacent to a chart or diagram." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:30.75+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "22452867-5d00-4bbb-83e2-dca844dcb2a6", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "Positive impact of technology (top-2 ratings): 60%", "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": "2026-04-23 22:59:28+00", "model": "claude-code-default", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-9f64-72ba-b416-4139d86c81ff", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.6, "x": 0.03, "y": 0.12 }, "kind": "paragraph", "text": "Q10: How have technology changes in your organization affected your underwriting performance?", "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 19:49:30.75+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2c7f9621-f14b-4c20-8439-51829d443dbd", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.15, "x": 0.82, "y": 0.95 }, "kind": "source-note", "text": "Number of responses = 434", "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. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:30.75+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "04341114-8d9c-4334-bbfd-ef017b623f49", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.2, "x": 0.03, "y": 0.95 }, "kind": "source-note", "text": "Source: 2021 P&C Underwriting 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. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:30.75+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f555e71b-f0ec-4e92-874d-bc6f6ef42ec4", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.65, "x": 0.03, "y": 0.05 }, "kind": "title", "text": "EFFECT OF TECHNOLOGY ON UNDERWRITING PERFORMANCE", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "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 }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:30.75+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "83ee8410-1778-48cd-84e4-5e798e136271", "parentComponentId": null } ], "metrics": [ { "metricRaw": "Positive impact of technology (top-2 ratings)", "numberRaw": "60%", "numberKind": "percent", "actionTitle": null, "calloutText": "Q10: How have technology changes in your organization affected your underwriting performance?", "numberScale": null, "numberValue": 60, "metricFamily": "other", "numberCurrency": null } ], "tools": [ { "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": "019de0ed-b412-72e8-9c15-d3fa3fd2c5f9", "evidence": "Red-dashed boxes flag two weak dimensions.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 75, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 40, "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": "019de0ed-b3eb-701b-a25f-83a2cfc4ed98", "evidence": "100% stacked bar fits 5-point sentiment scale across 12 dimensions.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 75, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 40, "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": "fa2ddcd6-5ea9-4725-9e67-42c7f2562a67", "evidence": "The slide uses a diverging stacked bar chart to show impact of technology on underwriting performance areas.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.6, "extraction": { "at": "2026-07-16 21:03:06.357186+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 40, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Data Story Arc", "slug": "data-story-arc", "status": "active", "bestFor": null, "canonId": "019dd956-9c30-728e-b974-d3fb123dcf5a", "version": 1, "bodyDocId": null, "description": "Context → Conflict → Insight → Implication structure for data narratives", "familyLabel": null, "categoryName": "Loop", "categorySlug": "loop" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "041630f5-7aa5-4f9d-b3cd-8626b3fe5843", "evidence": "The slide presents a survey result in a structured manner, with a clear question, data, and insights.", "pageRefs": null, "priority": "Core", "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 21:03:06.325768+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 40, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [ { "to": 54, "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": 38, "name": "Core Insight", "beatId": "019de0ed-a5e0-7728-aead-9ed12d53be49", "matchId": "019de0ed-a537-73fd-80df-5fcf183430a9", "beatType": null, "evidence": "Tech paradox and talent worsening reveal underlying root cause.", "position": 4, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 60 }, { "to": 54, "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": 23, "name": "The Implications (So What)", "beatId": "019de0ed-a694-760b-a2a7-b0347971cf30", "matchId": "019de0ed-a63a-7769-97cb-f3303b0ce4f9", "beatType": null, "evidence": "Section summaries diagnose quality/efficiency/tech/talent issues.", "position": 2, "isPrimaryArc": false, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 50 } ], "loops": [ { "to": 46, "from": 39, "loop": { "name": "20_paradox_resolver", "slug": "20-paradox-resolver", "status": "active", "bestFor": "Strategic pivots, innovation pitches, challenging conventional wisdom", "canonId": "019dd956-6e0a-749e-b9bd-5c42569a9af8", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "The Apparent Contradiction -> Why Both Seem True -> The Deeper Truth That Reconciles", "description": "Introduce a seeming contradiction that captures attention, then resolve it with a deeper truth", "familyLabel": null }, "matchId": "019de0ed-a7b0-73fb-8724-b675333a497a", "evidence": "p.40 60% positive impact vs p.41 callout '64% say workload increased or had no change'.", "position": 6, "objective": "Resolve apparent contradiction: tech improves performance yet does not reduce workload", "confidence": 80, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null } } ], "locked": true }, { "page": 41, "type": "analysis", "title": "The slide presents two distinct survey questions (Q11 and Q12) regarding the impact of technology on underwriting workflows.", "function": "analyze_data", "rawType": "data_table", "block": null, "metadata": { "slideType": "data_table", "slideTypeCanon": { "name": "Data table", "slug": "data_table", "status": "active", "canonId": "019de52d-0bbd-71b9-9918-417f904abbf8", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "dense", "densityScore": 73, "componentCount": 8, "textChars": 629, "nDataPoints": 28, "notes": "The slide presents two distinct survey questions (Q11 and Q12) regarding the impact of technology on underwriting workflows.", "elementsJson": [ "headline_text", "donut_chart", "bar_chart_stacked", "callout_box", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:49:30.926+00", "seconds": 2.657, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b633-bc0f4a0a3ef5/41", "deck": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5", "deckAnchor": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5#slide-41", "deckJson": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5.json" }, "components": [ { "bbox": { "h": 0.1, "w": 0.55, "x": 0.42, "y": 0.82 }, "kind": "callout", "text": "Top reasons: Inefficient systems; Lack of integration of data and with other systems, requiring manual work", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:30.926+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f1bb1440-da15-40f3-bfb3-0163d65335ad", "parentComponentId": null }, { "bbox": null, "kind": "callout", "text": "The use of technology in underwriting has been ineffective in reducing underwriters' workload - 64% say workload increased or had no change", "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": "2026-04-23 22:59:37+00", "model": "claude-code-default", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-9f64-72ba-b416-a49187033f1c", "parentComponentId": null }, { "bbox": { "h": 0.6, "w": 0.55, "x": 0.42, "y": 0.15 }, "kind": "chart", "text": "Q12: Please rank from 1 - 5 the reasons why technology has impacted your workload", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Stacked bar chart (100%)", "slug": "bar-stacked-100pct", "status": "active", "canonId": "019de52c-ff14-71b8-8d88-860f8d7da84b", "version": 1, "description": null }, "framework": null }, "subkind": "bar-stacked-100pct", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:30.926+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "63e27c1b-b9a4-44de-b538-aab22008b500", "parentComponentId": null }, { "bbox": { "h": 0.6, "w": 0.35, "x": 0.05, "y": 0.15 }, "kind": "chart", "text": "Q11: Overall, technology has:", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Donut chart", "slug": "donut", "status": "active", "canonId": "019de52d-0006-752c-9528-0fef476b8004", "version": 1, "description": null }, "framework": null }, "subkind": "donut", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:30.926+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "bbaaa27d-6181-461f-9e30-d23496f5a9af", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "Share saying technology did not reduce workload: 64%", "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": "2026-04-23 22:59:37+00", "model": "claude-code-default", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-9f64-72ba-b416-a8c02a4f19e5", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.35, "x": 0.03, "y": 0.82 }, "kind": "paragraph", "text": "The use of technology in underwriting has been ineffective in reducing underwriters' workload. 64% say workload increased or had no change.", "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 19:49:30.926+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ef415df0-4954-4241-9260-63256b2ae0d5", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.2, "x": 0.03, "y": 0.96 }, "kind": "source-note", "text": "Source: 2021 P&C Underwriting 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. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:30.926+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ea294c8e-4c2b-4880-9155-517a80234271", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.6, "x": 0.03, "y": 0.05 }, "kind": "title", "text": "EFFECT OF TECHNOLOGY ON UNDERWRITERS' WORKLOAD", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "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 }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:30.926+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d71f4002-0033-42d9-9519-bfc30332c872", "parentComponentId": null } ], "metrics": [ { "metricRaw": "Share saying technology did not reduce workload", "numberRaw": "64%", "numberKind": "percent", "actionTitle": null, "calloutText": "The use of technology in underwriting has been ineffective in reducing underwriters' workload - 64% say workload increased or had no change", "numberScale": null, "numberValue": 64, "metricFamily": "share_penetration", "numberCurrency": null } ], "tools": [ { "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": "019de0ed-b43a-7089-90c4-ecb3dab1e0db", "evidence": "Donut + ranked horizontal bar combine quantitative split and reasons.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 80, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 41, "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": "f5dab493-67f7-414b-b34e-6935a4d59d32", "evidence": "The slide uses a stacked bar chart to show reasons why technology has impacted workload.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.6, "extraction": { "at": "2026-07-16 21:03:06.455057+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 41, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Contrast Principle", "slug": "contrast-principle", "status": "active", "bestFor": null, "canonId": "019dd956-bf0f-73ae-b9df-e60508cdaa65", "version": 1, "bodyDocId": null, "description": "Higher visual weight draws attention - use contrast strategically for emphasis", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Designer", "layer": "slide", "agents": [ "Designer" ], "matchId": "019de0ed-b460-7049-91c2-2a0ada5079a9", "evidence": "Donut shows 64% non-decreased workload contradicting positive-impact framing.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 80, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 41, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Data Story Arc", "slug": "data-story-arc", "status": "active", "bestFor": null, "canonId": "019dd956-9c30-728e-b974-d3fb123dcf5a", "version": 1, "bodyDocId": null, "description": "Context → Conflict → Insight → Implication structure for data narratives", "familyLabel": null, "categoryName": "Loop", "categorySlug": "loop" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "e6199117-693a-4e0e-8e22-0f8fd041afee", "evidence": "The slide presents a survey result in a structured manner, with a clear question, data, and insights.", "pageRefs": null, "priority": "Core", "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 21:03:06.421765+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 41, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [ { "to": 54, "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": 38, "name": "Core Insight", "beatId": "019de0ed-a5e0-7728-aead-9ed12d53be49", "matchId": "019de0ed-a537-73fd-80df-5fcf183430a9", "beatType": null, "evidence": "Tech paradox and talent worsening reveal underlying root cause.", "position": 4, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 60 }, { "to": 54, "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": 23, "name": "The Implications (So What)", "beatId": "019de0ed-a694-760b-a2a7-b0347971cf30", "matchId": "019de0ed-a63a-7769-97cb-f3303b0ce4f9", "beatType": null, "evidence": "Section summaries diagnose quality/efficiency/tech/talent issues.", "position": 2, "isPrimaryArc": false, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 50 } ], "loops": [ { "to": 46, "from": 39, "loop": { "name": "20_paradox_resolver", "slug": "20-paradox-resolver", "status": "active", "bestFor": "Strategic pivots, innovation pitches, challenging conventional wisdom", "canonId": "019dd956-6e0a-749e-b9bd-5c42569a9af8", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "The Apparent Contradiction -> Why Both Seem True -> The Deeper Truth That Reconciles", "description": "Introduce a seeming contradiction that captures attention, then resolve it with a deeper truth", "familyLabel": null }, "matchId": "019de0ed-a7b0-73fb-8724-b675333a497a", "evidence": "p.40 60% positive impact vs p.41 callout '64% say workload increased or had no change'.", "position": 6, "objective": "Resolve apparent contradiction: tech improves performance yet does not reduce workload", "confidence": 80, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null } } ], "locked": true }, { "page": 42, "type": "analysis", "title": "The chart uses stacked bar charts to compare the impact of technology on workload across different segments.", "function": "analyze_data", "rawType": "data_table", "block": null, "metadata": { "slideType": "data_table", "slideTypeCanon": { "name": "Data table", "slug": "data_table", "status": "active", "canonId": "019de52d-0bbd-71b9-9918-417f904abbf8", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 76, "componentCount": 9, "textChars": 596, "nDataPoints": 30, "notes": "The chart uses stacked bar charts to compare the impact of technology on workload across different segments.", "elementsJson": [ "headline_text", "bar_chart_stacked", "callout_box", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:49:31.394+00", "seconds": 2.961, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b633-bc0f4a0a3ef5/42", "deck": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5", "deckAnchor": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5#slide-42", "deckJson": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5.json" }, "components": [ { "bbox": { "h": 0.1, "w": 0.75, "x": 0.03, "y": 0.82 }, "kind": "callout", "text": "A higher percentage of personal lines underwriters considers that the use of technology has helped in reducing their workload compared to commercial and specialty lines underwriters", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:31.394+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "33652806-eb66-4363-a595-d90b80d41e49", "parentComponentId": null }, { "bbox": { "h": 0.5, "w": 0.45, "x": 0.03, "y": 0.23 }, "kind": "chart", "text": "By line of business", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Stacked bar chart", "slug": "bar-stacked", "status": "active", "canonId": "019de52c-feec-74bf-9028-15b74f84f0a7", "version": 1, "description": null }, "framework": null }, "subkind": "bar-stacked", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:31.394+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "3de1d740-95f3-4e79-b7ab-8e306430297d", "parentComponentId": null }, { "bbox": { "h": 0.5, "w": 0.45, "x": 0.52, "y": 0.23 }, "kind": "chart", "text": "By size of account", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Stacked bar chart", "slug": "bar-stacked", "status": "active", "canonId": "019de52c-feec-74bf-9028-15b74f84f0a7", "version": 1, "description": null }, "framework": null }, "subkind": "bar-stacked", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:31.394+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "65b72276-a844-47b4-8b13-5fbfb6efde76", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.4, "x": 0.3, "y": 0.77 }, "kind": "legend", "text": "Increased workload, No change, Decreased workload", "attrs": null, "canon": { "kind": { "name": "Legend", "slug": "legend", "status": "active", "canonId": "31361933-3d22-4c70-bbad-0801e9fffc0c", "version": 1, "description": "Color/symbol decoder placed adjacent to a chart or diagram." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:31.394+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "47abb6cc-b738-4d39-b2d5-6dc6dfb49931", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.15, "x": 0.82, "y": 0.76 }, "kind": "list", "text": "Total responses = 434, Personal lines = 76, Commercial lines = 295, Specialty = 50, Reinsurance = 13, <$10K = 111, $10-49K = 104, $50-249K = 128, +$250K = 91", "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 19:49:31.394+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1ccafaa5-a875-4349-af62-e482a44a5288", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "Personal lines underwriters reporting decreased workload: 46%", "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": "2026-04-23 22:59:34+00", "model": "claude-code-default", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-9f64-72ba-b416-757949de7462", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.2, "x": 0.03, "y": 0.13 }, "kind": "paragraph", "text": "Q11: Overall, technology has:", "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 19:49:31.394+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a042bd15-5bcb-4fd0-9443-997e2ffecfa8", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.2, "x": 0.03, "y": 0.95 }, "kind": "source-note", "text": "Source: 2021 P&C Underwriting 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. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:31.394+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "51e50886-f309-4f94-b7bb-e6a53658df89", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.6, "x": 0.03, "y": 0.05 }, "kind": "title", "text": "EFFECT OF TECHNOLOGY ON UNDERWRITERS' WORKLOAD", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "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 }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:31.394+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "fe3068fa-35ea-4385-9eeb-ca1b68932682", "parentComponentId": null } ], "metrics": [ { "metricRaw": "Personal lines underwriters reporting decreased workload", "numberRaw": "46%", "numberKind": "percent", "actionTitle": null, "calloutText": "A higher percentage of personal lines underwriters considers that the use of technology has helped in reducing their workload compared to commercial and specialty lines underwriters", "numberScale": null, "numberValue": 46, "metricFamily": "other", "numberCurrency": null } ], "tools": [ { "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": "019de0ed-b4b1-76a0-8dc6-c89818a23668", "evidence": "Yellow-dashed outlines on Personal Lines and <$10K bars.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 75, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 42, "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": "019de0ed-b489-700d-8658-1b84479adcd5", "evidence": "Two stacked bars compare workload by LOB and account size.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 70, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 42, "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": "0f3b2158-1a5c-4142-8d4e-4ce6f5e9642a", "evidence": "The slide uses a stacked bar chart to show workload impact by line of business and size of account.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.6, "extraction": { "at": "2026-07-16 21:03:06.561213+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 42, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Data Story Arc", "slug": "data-story-arc", "status": "active", "bestFor": null, "canonId": "019dd956-9c30-728e-b974-d3fb123dcf5a", "version": 1, "bodyDocId": null, "description": "Context → Conflict → Insight → Implication structure for data narratives", "familyLabel": null, "categoryName": "Loop", "categorySlug": "loop" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "fd4b4c54-7e90-4908-8997-3edc748457e4", "evidence": "The slide presents a survey result in a structured manner, with a clear question, data, and insights.", "pageRefs": null, "priority": "Core", "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 21:03:06.529711+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 42, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [ { "to": 54, "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": 38, "name": "Core Insight", "beatId": "019de0ed-a5e0-7728-aead-9ed12d53be49", "matchId": "019de0ed-a537-73fd-80df-5fcf183430a9", "beatType": null, "evidence": "Tech paradox and talent worsening reveal underlying root cause.", "position": 4, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 60 }, { "to": 54, "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": 23, "name": "The Implications (So What)", "beatId": "019de0ed-a694-760b-a2a7-b0347971cf30", "matchId": "019de0ed-a63a-7769-97cb-f3303b0ce4f9", "beatType": null, "evidence": "Section summaries diagnose quality/efficiency/tech/talent issues.", "position": 2, "isPrimaryArc": false, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 50 } ], "loops": [ { "to": 46, "from": 39, "loop": { "name": "20_paradox_resolver", "slug": "20-paradox-resolver", "status": "active", "bestFor": "Strategic pivots, innovation pitches, challenging conventional wisdom", "canonId": "019dd956-6e0a-749e-b9bd-5c42569a9af8", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "The Apparent Contradiction -> Why Both Seem True -> The Deeper Truth That Reconciles", "description": "Introduce a seeming contradiction that captures attention, then resolve it with a deeper truth", "familyLabel": null }, "matchId": "019de0ed-a7b0-73fb-8724-b675333a497a", "evidence": "p.40 60% positive impact vs p.41 callout '64% say workload increased or had no change'.", "position": 6, "objective": "Resolve apparent contradiction: tech improves performance yet does not reduce workload", "confidence": 80, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null } } ], "locked": true }, { "page": 43, "type": "analysis", "title": "The chart highlights a significant decrease in the perception of increased workload since 2013.", "function": "analyze_data", "rawType": "data_table", "block": null, "metadata": { "slideType": "data_table", "slideTypeCanon": { "name": "Data table", "slug": "data_table", "status": "active", "canonId": "019de52d-0bbd-71b9-9918-417f904abbf8", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "dense", "densityScore": 66, "componentCount": 7, "textChars": 695, "nDataPoints": 12, "notes": "The chart highlights a significant decrease in the perception of increased workload since 2013.", "elementsJson": [ "headline_text", "bar_chart_stacked", "callout_box", "bullet_list", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:49:31.404+00", "seconds": 2.645, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b633-bc0f4a0a3ef5/43", "deck": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5", "deckAnchor": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5#slide-43", "deckJson": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "The percentage of underwriters who express that technology has increased their workload is at a historical minimum compared to previous surveys", "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": "2026-04-23 22:59:38+00", "model": "claude-code-default", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-9f64-72ba-b416-c34201008030", "parentComponentId": null }, { "bbox": { "h": 0.5, "w": 0.6, "x": 0.24, "y": 0.25 }, "kind": "chart", "text": "Stacked bar chart showing workload impact (Increased, No change, Decreased) for 2008, 2013, and 2021.", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Stacked bar chart", "slug": "bar-stacked", "status": "active", "canonId": "019de52c-feec-74bf-9028-15b74f84f0a7", "version": 1, "description": null }, "framework": null }, "subkind": "bar-stacked", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:31.404+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "94b9c6a7-3655-4670-988f-a935dfff7385", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.15, "x": 0.82, "y": 0.82 }, "kind": "list", "text": "Number of responses: 2008=115, 2013=559, 2021=434", "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 19:49:31.404+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "95e31bde-aa80-4556-90ab-b4fc2dca600d", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "Underwriters reporting decreased workload: 35%", "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": "2026-04-23 22:59:38+00", "model": "claude-code-default", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-9f64-72ba-b416-c7b0925ab2ef", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.75, "x": 0.05, "y": 0.82 }, "kind": "paragraph", "text": "Remarks: The percentage of underwriters who express that technology has increased their workload is at a historical minimum compared to previous surveys. However, the effectiveness of technology on workload remains low at 35%, up 5 percentage points from the 2013 survey.", "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 19:49:31.404+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "3299980d-92d3-4fb0-a80c-405288e42356", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.2, "x": 0.03, "y": 0.95 }, "kind": "source-note", "text": "Source: 2013/21 P&C Underwriting 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. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:31.404+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5def21f4-7356-467b-9289-6f25a1dce8af", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.6, "x": 0.03, "y": 0.05 }, "kind": "title", "text": "EFFECT OF TECHNOLOGY ON UNDERWRITERS' WORKLOAD", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "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 }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:31.404+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2429f361-d19a-4a99-9fd5-558429b01c78", "parentComponentId": null } ], "metrics": [ { "metricRaw": "Underwriters reporting decreased workload", "numberRaw": "35%", "numberKind": "percent", "actionTitle": null, "calloutText": "The percentage of underwriters who express that technology has increased their workload is at a historical minimum compared to previous surveys", "numberScale": null, "numberValue": 35, "metricFamily": "other", "numberCurrency": null } ], "tools": [ { "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": "019de0ed-b501-72c2-a335-c34fd0533468", "evidence": "Side arrows annotate '-28pp' and '+5pp' deltas explicitly.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 80, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 43, "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": "019de0ed-b4d9-779d-bcf4-2f8fa1f41972", "evidence": "Stacked bars compare 2008 vs 2013 vs 2021 workload responses.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 70, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 43, "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": "ba8cf864-2da5-4ee2-a234-6365909e2a32", "evidence": "The slide uses a stacked bar chart to show workload impact over time.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.6, "extraction": { "at": "2026-07-16 21:03:06.688007+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 43, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Data Story Arc", "slug": "data-story-arc", "status": "active", "bestFor": null, "canonId": "019dd956-9c30-728e-b974-d3fb123dcf5a", "version": 1, "bodyDocId": null, "description": "Context → Conflict → Insight → Implication structure for data narratives", "familyLabel": null, "categoryName": "Loop", "categorySlug": "loop" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "8f3a9cb3-e5e0-4a09-97c4-3bc8db1695e7", "evidence": "The slide presents a survey result in a structured manner, with a clear question, data, and insights.", "pageRefs": null, "priority": "Core", "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 21:03:06.645038+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 43, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [ { "to": 54, "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": 38, "name": "Core Insight", "beatId": "019de0ed-a5e0-7728-aead-9ed12d53be49", "matchId": "019de0ed-a537-73fd-80df-5fcf183430a9", "beatType": null, "evidence": "Tech paradox and talent worsening reveal underlying root cause.", "position": 4, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 60 }, { "to": 54, "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": 23, "name": "The Implications (So What)", "beatId": "019de0ed-a694-760b-a2a7-b0347971cf30", "matchId": "019de0ed-a63a-7769-97cb-f3303b0ce4f9", "beatType": null, "evidence": "Section summaries diagnose quality/efficiency/tech/talent issues.", "position": 2, "isPrimaryArc": false, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 50 } ], "loops": [ { "to": 46, "from": 39, "loop": { "name": "20_paradox_resolver", "slug": "20-paradox-resolver", "status": "active", "bestFor": "Strategic pivots, innovation pitches, challenging conventional wisdom", "canonId": "019dd956-6e0a-749e-b9bd-5c42569a9af8", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "The Apparent Contradiction -> Why Both Seem True -> The Deeper Truth That Reconciles", "description": "Introduce a seeming contradiction that captures attention, then resolve it with a deeper truth", "familyLabel": null }, "matchId": "019de0ed-a7b0-73fb-8724-b675333a497a", "evidence": "p.40 60% positive impact vs p.41 callout '64% say workload increased or had no change'.", "position": 6, "objective": "Resolve apparent contradiction: tech improves performance yet does not reduce workload", "confidence": 80, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null } } ], "locked": true }, { "page": 44, "type": "analysis", "title": "The chart displays survey results regarding technology-related workload challenges.", "function": "analyze_data", "rawType": "data_table", "block": null, "metadata": { "slideType": "data_table", "slideTypeCanon": { "name": "Data table", "slug": "data_table", "status": "active", "canonId": "019de52d-0bbd-71b9-9918-417f904abbf8", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "dense", "densityScore": 64, "componentCount": 7, "textChars": 627, "nDataPoints": 14, "notes": "The chart displays survey results regarding technology-related workload challenges.", "elementsJson": [ "headline_text", "bar_chart_grouped", "callout_box", "bullet_list", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:49:31.529+00", "seconds": 2.745, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b633-bc0f4a0a3ef5/44", "deck": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5", "deckAnchor": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5#slide-44", "deckJson": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Lack of process integration is still identified as the top reason for technology increasing workload", "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": "2026-04-23 22:59:36+00", "model": "claude-code-default", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-9f64-72ba-b416-88ee6fc135d9", "parentComponentId": null }, { "bbox": { "h": 0.55, "w": 0.7, "x": 0.2, "y": 0.25 }, "kind": "chart", "text": "Grouped bar chart showing survey responses for 2008, 2013, and 2021 across five categories of technology impact.", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Grouped bar chart", "slug": "bar-grouped", "status": "active", "canonId": "019de52c-ff3b-751e-a8ff-f21ff11097b1", "version": 1, "description": null }, "framework": null }, "subkind": "bar-grouped", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:31.529+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2dfda1fe-03aa-44ef-8f44-6c1e5ffdf832", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.15, "x": 0.82, "y": 0.84 }, "kind": "list", "text": "Number of responses: 2008=47, 2013=305, 2021=115", "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 19:49:31.529+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "26aeb516-1c31-4a3c-83fe-b02bd66063b3", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.7, "x": 0.05, "y": 0.85 }, "kind": "list", "text": "Remarks: Lack of process integration is still identified as the top reason; Data integration has decreased; Systems performance issues increased; Training has improved.", "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 19:49:31.529+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ab085f47-e7bc-4e37-956d-bf6c66b6d236", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "Lack of process integration cited as workload-impact reason (2021): 79%", "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": "2026-04-23 22:59:36+00", "model": "claude-code-default", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-9f64-72ba-b416-8f3d676f6020", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.5, "x": 0.03, "y": 0.13 }, "kind": "paragraph", "text": "Q12: Please rank from 1 – 5 the reasons why technology has impacted your workload:", "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 19:49:31.529+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "480ae8bc-8e4a-493f-a5be-3aec5311b162", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.6, "x": 0.03, "y": 0.05 }, "kind": "title", "text": "EFFECT OF TECHNOLOGY ON UNDERWRITERS' WORKLOAD", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "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 }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:31.529+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a2f8058f-397c-46d1-8d4e-7c90e7ff03dc", "parentComponentId": null } ], "metrics": [ { "metricRaw": "Lack of process integration cited as workload-impact reason (2021)", "numberRaw": "79%", "numberKind": "percent", "actionTitle": null, "calloutText": "Lack of process integration is still identified as the top reason for technology increasing workload", "numberScale": null, "numberValue": 79, "metricFamily": "rate_catchall", "numberCurrency": null } ], "tools": [ { "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": "019de0ed-b551-7588-8964-ba113c41c41d", "evidence": "Four-bullet remarks block synthesizes the chart's narrative.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 65, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 44, "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": "019de0ed-b529-765f-b31b-e7954f5461db", "evidence": "Grouped bars across 3 time periods for 5 reasons.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 70, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 44, "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": "1e45ada9-6b76-4d1d-b13e-b01c1a8a2a22", "evidence": "The slide uses a grouped bar chart to show survey responses across five categories of technology impact.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.6, "extraction": { "at": "2026-07-16 21:03:06.854658+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 44, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Data Story Arc", "slug": "data-story-arc", "status": "active", "bestFor": null, "canonId": "019dd956-9c30-728e-b974-d3fb123dcf5a", "version": 1, "bodyDocId": null, "description": "Context → Conflict → Insight → Implication structure for data narratives", "familyLabel": null, "categoryName": "Loop", "categorySlug": "loop" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "c8f350ab-da16-40c8-aac0-d834f073716b", "evidence": "The slide presents a survey result in a structured manner, with a clear question, data, and insights.", "pageRefs": null, "priority": "Core", "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 21:03:06.814072+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 44, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [ { "to": 54, "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": 38, "name": "Core Insight", "beatId": "019de0ed-a5e0-7728-aead-9ed12d53be49", "matchId": "019de0ed-a537-73fd-80df-5fcf183430a9", "beatType": null, "evidence": "Tech paradox and talent worsening reveal underlying root cause.", "position": 4, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 60 }, { "to": 54, "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": 23, "name": "The Implications (So What)", "beatId": "019de0ed-a694-760b-a2a7-b0347971cf30", "matchId": "019de0ed-a63a-7769-97cb-f3303b0ce4f9", "beatType": null, "evidence": "Section summaries diagnose quality/efficiency/tech/talent issues.", "position": 2, "isPrimaryArc": false, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 50 } ], "loops": [ { "to": 46, "from": 39, "loop": { "name": "20_paradox_resolver", "slug": "20-paradox-resolver", "status": "active", "bestFor": "Strategic pivots, innovation pitches, challenging conventional wisdom", "canonId": "019dd956-6e0a-749e-b9bd-5c42569a9af8", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "The Apparent Contradiction -> Why Both Seem True -> The Deeper Truth That Reconciles", "description": "Introduce a seeming contradiction that captures attention, then resolve it with a deeper truth", "familyLabel": null }, "matchId": "019de0ed-a7b0-73fb-8724-b675333a497a", "evidence": "p.40 60% positive impact vs p.41 callout '64% say workload increased or had no change'.", "position": 6, "objective": "Resolve apparent contradiction: tech improves performance yet does not reduce workload", "confidence": 80, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null } } ], "locked": true }, { "page": 45, "type": "analysis", "title": "The chart displays 18 categories of technology, each with 5 status levels (Already implemented, Being implemented/planned, Planned, No activity, N/A).", "function": "analyze_data", "rawType": "kpi_dashboard", "block": null, "metadata": { "slideType": "kpi_dashboard", "slideTypeCanon": { "name": "KPI dashboard", "slug": "kpi_dashboard", "status": "active", "canonId": "019de52d-0be5-7295-af4d-b850fe7b7e65", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 79, "componentCount": 9, "textChars": 652, "nDataPoints": 90, "notes": "The chart displays 18 categories of technology, each with 5 status levels (Already implemented, Being implemented/planned, Planned, No activity, N/A).", "elementsJson": [ "headline_text", "bar_chart_stacked", "callout_box", "bullet_list", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:49:31.675+00", "seconds": 2.816, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b633-bc0f4a0a3ef5/45", "deck": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5", "deckAnchor": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5#slide-45", "deckJson": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5.json" }, "components": [ { "bbox": { "h": 0.12, "w": 0.95, "x": 0.03, "y": 0.82 }, "kind": "callout", "text": "Remarks: Large levels of “don’t knows”: +25%; Most matured: agent portals and tools; Less maturity in: data and analytics (except geo-coding); Mixed: collaboration tools and systems/workflow tools", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:31.675+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e2d662c1-46ff-4ddb-8546-89cbb94e0c8b", "parentComponentId": null }, { "bbox": null, "kind": "callout", "text": "Large levels of \"don't knows\": +25%", "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": "2026-04-23 22:59:33+00", "model": "claude-code-default", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-9f64-72ba-b416-55b06da0eddd", "parentComponentId": null }, { "bbox": { "h": 0.65, "w": 0.95, "x": 0.03, "y": 0.18 }, "kind": "chart", "text": "Stacked bar chart of technology implementation status", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Stacked bar chart (100%)", "slug": "bar-stacked-100pct", "status": "active", "canonId": "019de52c-ff14-71b8-8d88-860f8d7da84b", "version": 1, "description": null }, "framework": null }, "subkind": "bar-stacked-100pct", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:31.675+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ca00b7d1-26bc-400b-add8-201df1925cb0", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.75, "x": 0.12, "y": 0.78 }, "kind": "legend", "text": "Already implemented; Being implemented or planned in the next 3 years; Planned in next 3 years; No activity; Not Applicable/Do not know", "attrs": null, "canon": { "kind": { "name": "Legend", "slug": "legend", "status": "active", "canonId": "31361933-3d22-4c70-bbad-0801e9fffc0c", "version": 1, "description": "Color/symbol decoder placed adjacent to a chart or diagram." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:31.675+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "82c7a196-2982-4e7e-a6a2-1e0193e971a7", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "Already implemented (Agent/broker download): 56%", "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": "2026-04-23 22:59:33+00", "model": "claude-code-default", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-9f64-72ba-b416-5bed06643b56", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.15, "x": 0.82, "y": 0.96 }, "kind": "source-note", "text": "Number of responses = 434", "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. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:31.675+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9a5f4303-92c2-4ebf-ba01-142beb2c0e63", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.2, "x": 0.03, "y": 0.96 }, "kind": "source-note", "text": "Source: 2021 P&C Underwriting 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. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:31.675+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "cac77144-c08a-4e18-b5f5-279e09f0bc04", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.5, "x": 0.03, "y": 0.13 }, "kind": "subtitle", "text": "Q13: Within your underwriting division, what is the status of the following technologies?", "attrs": null, "canon": { "kind": { "name": "Subtitle", "slug": "subtitle", "status": "active", "canonId": "82d821ee-2793-42e7-8f16-c6131385a3ce", "version": 1, "description": "Header-zone supporting text near the title (= ex body.description with bbox)." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:31.675+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1831dc1c-ff35-4f53-8da8-7b7ca9138f1e", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.45, "x": 0.03, "y": 0.05 }, "kind": "title", "text": "STATUS OF TECHNOLOGY IMPLEMENTATION", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "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 }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:31.675+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7aff27d2-2acc-4c3a-87b5-ebe51fee8c99", "parentComponentId": null } ], "metrics": [ { "metricRaw": "Already implemented (Agent/broker download)", "numberRaw": "56%", "numberKind": "percent", "actionTitle": null, "calloutText": "Large levels of \"don't knows\": +25%", "numberScale": null, "numberValue": 56, "metricFamily": "other", "numberCurrency": null } ], "tools": [ { "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": "019de0ed-b578-761d-ba35-4e90f09fe796", "evidence": "100% stacked bar ranks 20 technologies by implementation status.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 70, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 45, "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": "019de0ed-b5a1-75fa-ab0c-e6feb9e260c3", "evidence": "Five-band color legend encodes maturity progression.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 65, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 45, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [ { "to": 54, "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": 38, "name": "Core Insight", "beatId": "019de0ed-a5e0-7728-aead-9ed12d53be49", "matchId": "019de0ed-a537-73fd-80df-5fcf183430a9", "beatType": null, "evidence": "Tech paradox and talent worsening reveal underlying root cause.", "position": 4, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 60 }, { "to": 54, "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": 23, "name": "The Implications (So What)", "beatId": "019de0ed-a694-760b-a2a7-b0347971cf30", "matchId": "019de0ed-a63a-7769-97cb-f3303b0ce4f9", "beatType": null, "evidence": "Section summaries diagnose quality/efficiency/tech/talent issues.", "position": 2, "isPrimaryArc": false, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 50 } ], "loops": [ { "to": 46, "from": 39, "loop": { "name": "20_paradox_resolver", "slug": "20-paradox-resolver", "status": "active", "bestFor": "Strategic pivots, innovation pitches, challenging conventional wisdom", "canonId": "019dd956-6e0a-749e-b9bd-5c42569a9af8", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "The Apparent Contradiction -> Why Both Seem True -> The Deeper Truth That Reconciles", "description": "Introduce a seeming contradiction that captures attention, then resolve it with a deeper truth", "familyLabel": null }, "matchId": "019de0ed-a7b0-73fb-8724-b675333a497a", "evidence": "p.40 60% positive impact vs p.41 callout '64% say workload increased or had no change'.", "position": 6, "objective": "Resolve apparent contradiction: tech improves performance yet does not reduce workload", "confidence": 80, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null } } ], "locked": true }, { "page": 46, "type": "analysis", "title": "The chart shows a breakdown of AI adoption stages (implemented, in progress, planned, no activity, N/A) for 8 specific underwriting activities.", "function": "analyze_data", "rawType": "data_table", "block": null, "metadata": { "slideType": "data_table", "slideTypeCanon": { "name": "Data table", "slug": "data_table", "status": "active", "canonId": "019de52d-0bbd-71b9-9918-417f904abbf8", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 81, "componentCount": 9, "textChars": 737, "nDataPoints": 40, "notes": "The chart shows a breakdown of AI adoption stages (implemented, in progress, planned, no activity, N/A) for 8 specific underwriting activities.", "elementsJson": [ "headline_text", "bar_chart_100pct", "callout_box", "bullet_list", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:49:32.231+00", "seconds": 3.188, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b633-bc0f4a0a3ef5/46", "deck": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5", "deckAnchor": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5#slide-46", "deckJson": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5.json" }, "components": [ { "bbox": { "h": 0.1, "w": 0.95, "x": 0.03, "y": 0.83 }, "kind": "callout", "text": "Remarks: Large levels of 'don't knows': +25%; Incipient use of AI/ML across, specially for cross-sell, NLP, and data cleansing; Some uses for enablement of underwriters' core functions", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:32.231+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7cb37ca4-63d8-47de-8117-673f58625258", "parentComponentId": null }, { "bbox": null, "kind": "callout", "text": "Incipient use of AI/ML across, specially for cross-sell, NLP, and data cleansing", "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": "2026-04-23 22:59:39+00", "model": "claude-code-default", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-9f64-72ba-b416-ddd290da98cd", "parentComponentId": null }, { "bbox": { "h": 0.55, "w": 0.95, "x": 0.03, "y": 0.2 }, "kind": "chart", "text": "Stacked bar chart showing AI implementation status across 8 underwriting activities.", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Stacked bar chart (100%)", "slug": "bar-stacked-100pct", "status": "active", "canonId": "019de52c-ff14-71b8-8d88-860f8d7da84b", "version": 1, "description": null }, "framework": null }, "subkind": "bar-stacked-100pct", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:32.231+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "bd1769b8-a284-4219-8ff8-bf9aa1a75ea7", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.7, "x": 0.15, "y": 0.78 }, "kind": "list", "text": "Already implemented, Being implemented, Planned in the next 3 years, No activity, Not Applicable/Do not know", "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 19:49:32.231+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ebe51aab-4f49-454b-95a2-8c4549dcf4f8", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "Already implemented - Providing analysis/insights on book management and profitability: 27%", "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": "2026-04-23 22:59:39+00", "model": "claude-code-default", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-9f64-72ba-b416-e324b9e5dbf4", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.1, "x": 0.85, "y": 0.96 }, "kind": "source-note", "text": "Number of responses = 434", "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. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:32.231+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "3d93e439-2135-4295-bbc8-851f2c619a10", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.2, "x": 0.03, "y": 0.96 }, "kind": "source-note", "text": "Source: 2021 P&C Underwriting 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. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:32.231+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "68e59107-1440-457d-9267-88641a2da7d2", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.5, "x": 0.03, "y": 0.13 }, "kind": "subtitle", "text": "Q14: Within your underwriting division, what is the use of artificial intelligence in underwriting?", "attrs": null, "canon": { "kind": { "name": "Subtitle", "slug": "subtitle", "status": "active", "canonId": "82d821ee-2793-42e7-8f16-c6131385a3ce", "version": 1, "description": "Header-zone supporting text near the title (= ex body.description with bbox)." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:32.231+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a4566743-374a-4d4c-9e44-62a3bab2a317", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.35, "x": 0.03, "y": 0.05 }, "kind": "title", "text": "USE OF ARTIFICIAL INTELLIGENCE", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "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 }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:32.231+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5d4e7ebc-a5eb-4829-a4be-7b05792db531", "parentComponentId": null } ], "metrics": [ { "metricRaw": "Already implemented - Providing analysis/insights on book management and profitability", "numberRaw": "27%", "numberKind": "percent", "actionTitle": null, "calloutText": "Incipient use of AI/ML across, specially for cross-sell, NLP, and data cleansing", "numberScale": null, "numberValue": 27, "metricFamily": "margin_return", "numberCurrency": null } ], "tools": [ { "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": "019de0ed-b5c7-7452-8796-0a3f2b9ad378", "evidence": "100% stacked bar shows 8 AI use cases by adoption stage.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 70, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 46, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Data Story Arc", "slug": "data-story-arc", "status": "active", "bestFor": null, "canonId": "019dd956-9c30-728e-b974-d3fb123dcf5a", "version": 1, "bodyDocId": null, "description": "Context → Conflict → Insight → Implication structure for data narratives", "familyLabel": null, "categoryName": "Loop", "categorySlug": "loop" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "7ff48170-af99-4158-aba8-c2859ddcd027", "evidence": "The slide presents a survey on the use of artificial intelligence in underwriting, showing a clear story arc of current and planned implementation across various underwriting activities.", "pageRefs": null, "priority": "Core", "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 21:03:06.059939+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 46, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [ { "to": 54, "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": 38, "name": "Core Insight", "beatId": "019de0ed-a5e0-7728-aead-9ed12d53be49", "matchId": "019de0ed-a537-73fd-80df-5fcf183430a9", "beatType": null, "evidence": "Tech paradox and talent worsening reveal underlying root cause.", "position": 4, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 60 }, { "to": 54, "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": 23, "name": "The Implications (So What)", "beatId": "019de0ed-a694-760b-a2a7-b0347971cf30", "matchId": "019de0ed-a63a-7769-97cb-f3303b0ce4f9", "beatType": null, "evidence": "Section summaries diagnose quality/efficiency/tech/talent issues.", "position": 2, "isPrimaryArc": false, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 50 } ], "loops": [ { "to": 46, "from": 39, "loop": { "name": "20_paradox_resolver", "slug": "20-paradox-resolver", "status": "active", "bestFor": "Strategic pivots, innovation pitches, challenging conventional wisdom", "canonId": "019dd956-6e0a-749e-b9bd-5c42569a9af8", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "The Apparent Contradiction -> Why Both Seem True -> The Deeper Truth That Reconciles", "description": "Introduce a seeming contradiction that captures attention, then resolve it with a deeper truth", "familyLabel": null }, "matchId": "019de0ed-a7b0-73fb-8724-b675333a497a", "evidence": "p.40 60% positive impact vs p.41 callout '64% say workload increased or had no change'.", "position": 6, "objective": "Resolve apparent contradiction: tech improves performance yet does not reduce workload", "confidence": 80, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null } } ], "locked": true }, { "page": 47, "type": "setup", "function": "transition", "rawType": "section_divider", "block": null, "metadata": { "slideType": "section_divider", "slideTypeCanon": { "name": "Section divider", "slug": "section_divider", "status": "active", "canonId": "019de52d-066a-7402-9554-6ae504999041", "version": 1, "description": null }, "function": "transition", "functionCanon": { "name": "Transition", "slug": "transition", "status": "active", "canonId": "019de52d-1365-7149-92aa-66df859e75fd", "version": 1, "description": null }, "density": "sparse", "densityScore": 5, "componentCount": 3, "textChars": 27, "nDataPoints": 0, "notes": null, "elementsJson": [ "headline_text" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:49:31.215+00", "seconds": 2.155, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b633-bc0f4a0a3ef5/47", "deck": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5", "deckAnchor": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5#slide-47", "deckJson": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5.json" }, "components": [ { "bbox": { "h": 0.02, "w": 0.03, "x": 0.95, "y": 0.02 }, "kind": "paragraph", "text": "Index", "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 19:49:31.215+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8b6df756-3ed9-49a0-a814-d0af41b1c67a", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.02, "x": 0.95, "y": 0.95 }, "kind": "paragraph", "text": "47", "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 19:49:31.215+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9af55e13-4a8b-4f58-a53e-c6216ab3d676", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.45, "x": 0.03, "y": 0.25 }, "kind": "title", "text": "6. TALENT MANAGEMENT", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "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 }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:31.215+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6f60e19b-1103-4236-bf3d-273d04c58a75", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [ { "to": 54, "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": 38, "name": "Core Insight", "beatId": "019de0ed-a5e0-7728-aead-9ed12d53be49", "matchId": "019de0ed-a537-73fd-80df-5fcf183430a9", "beatType": null, "evidence": "Tech paradox and talent worsening reveal underlying root cause.", "position": 4, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 60 }, { "to": 54, "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": 23, "name": "The Implications (So What)", "beatId": "019de0ed-a694-760b-a2a7-b0347971cf30", "matchId": "019de0ed-a63a-7769-97cb-f3303b0ce4f9", "beatType": null, "evidence": "Section summaries diagnose quality/efficiency/tech/talent issues.", "position": 2, "isPrimaryArc": false, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 50 } ], "loops": [], "locked": true }, { "page": 48, "type": "resolution", "function": "summarize", "rawType": "key_takeaways", "block": null, "metadata": { "slideType": "key_takeaways", "slideTypeCanon": { "name": "Key takeaways", "slug": "key_takeaways", "status": "active", "canonId": "019de52d-06e7-7674-a891-9f7de3b11b6d", "version": 1, "description": null }, "function": "summarize", "functionCanon": { "name": "Summarize", "slug": "summarize", "status": "active", "canonId": "019de52d-1541-704f-b86f-bf7b75056373", "version": 1, "description": null }, "density": "balanced", "densityScore": 48, "componentCount": 4, "textChars": 1182, "nDataPoints": 1, "notes": null, "elementsJson": [ "headline_text", "subtitle_text", "bullet_list", "callout_box" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:49:31.937+00", "seconds": 2.796, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b633-bc0f4a0a3ef5/48", "deck": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5", "deckAnchor": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5#slide-48", "deckJson": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "While performance improvements have occurred via technology adoption, it does appear to come at the expense of training and retaining underwriting talent.", "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": "2026-04-23 23:00:06+00", "model": "claude-code-default", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-9f64-72ba-b417-01ac311416b0", "parentComponentId": null }, { "bbox": { "h": 0.65, "w": 0.94, "x": 0.03, "y": 0.22 }, "kind": "list", "text": "P&C underwriters feel underwriting has overall improved over the last 5-10 years, but there are still gaps. New platforms, automation tools, and predictive models have had the most positive impact. Offshoring has had a negative impact. The use of offshoring is identified as something that has had somewhat of a negative impact with 25% of P&C underwriters considering that the use of offshoring for underwriting operations has impacted them negatively. Talent management is seen as deficient. All the aspects related to talent management have worsened compared to the 2013 survey in terms of the percentage of underwriters that rate their organizations’ talent management performance as ‘superior’. Training, recruiting and retention planning had some of the biggest drops. While performance improvements have occurred via technology adoption, it does appear to come at the expense of training and retaining underwriting talent.", "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 19:49:31.937+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b3e7d656-0a1b-4557-8b05-cfbdc4e4b3aa", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "P&C underwriters reporting negative impact from offshoring: 25%", "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": "2026-04-23 23:00:06+00", "model": "claude-code-default", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-9f64-72ba-b417-0746b28cf702", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.6, "x": 0.03, "y": 0.05 }, "kind": "title", "text": "TALENT AND TALENT MANAGEMENT SUMMARY", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "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 }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:31.937+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "761a5d51-e2c0-407f-a6bd-912cbcca97a8", "parentComponentId": null } ], "metrics": [ { "metricRaw": "P&C underwriters reporting negative impact from offshoring", "numberRaw": "25%", "numberKind": "percent", "actionTitle": null, "calloutText": "While performance improvements have occurred via technology adoption, it does appear to come at the expense of training and retaining underwriting talent.", "numberScale": null, "numberValue": 25, "metricFamily": "other", "numberCurrency": null } ], "tools": [ { "tool": { "name": "Contrast Pairs", "slug": "contrast-pairs", "status": "active", "bestFor": null, "canonId": "019dd956-9b77-70d3-88b1-f34e26f60860", "version": 1, "bodyDocId": null, "description": "Creating tension through opposites: Before↔After, Problem↔Solution, Pain↔Relief", "familyLabel": null, "categoryName": "Loop", "categorySlug": "loop" }, "agent": "Storyteller", "layer": "loop", "agents": [ "Storyteller" ], "matchId": "019de0ed-b63f-764f-beb4-72a99b704855", "evidence": "Loop is built on 2013 vs 2021 talent contrast.", "pageRefs": null, "priority": "Core", "whenToUse": null, "confidence": 70, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 48, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "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.", "canonId": "019dd956-ac70-700b-a608-ba58e78f5dcc", "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": [ "Architect" ], "matchId": "019de0ed-b5ee-735c-99ae-126ac761f6c9", "evidence": "Three bolded headline claims function as the section's action titles.", "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": 60, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 48, "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": "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": "019de0ed-b616-712f-8a4e-bd736114bb0f", "evidence": "Each bolded claim is a so-what synthesis of survey data.", "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": 60, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 48, "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). The recursion is what guarantees the implication makes it into ink.", "antipattern": "Stopping at the first tighter description (still a fact, not an implication), regressing past the audience's decision space into philosophy, smuggling the so-what into speaker notes, or re-using an implication aimed at a previous audience.", "cardinality": null, "narrativePurpose": "Forces every analytical artefact to close the gap between fact and decision, so the reader holds the recommendation by reading titles alone rather than reconstructing the analyst's mental model from raw evidence." } ], "frameworks": [], "arcBeats": [ { "to": 54, "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": 38, "name": "Core Insight", "beatId": "019de0ed-a5e0-7728-aead-9ed12d53be49", "matchId": "019de0ed-a537-73fd-80df-5fcf183430a9", "beatType": null, "evidence": "Tech paradox and talent worsening reveal underlying root cause.", "position": 4, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 60 }, { "to": 54, "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": 23, "name": "The Implications (So What)", "beatId": "019de0ed-a694-760b-a2a7-b0347971cf30", "matchId": "019de0ed-a63a-7769-97cb-f3303b0ce4f9", "beatType": null, "evidence": "Section summaries diagnose quality/efficiency/tech/talent issues.", "position": 2, "isPrimaryArc": false, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 50 } ], "loops": [ { "to": 54, "from": 48, "loop": { "name": "39_benchmark_gap", "slug": "39-benchmark-gap", "status": "active", "bestFor": "Performance improvement, competitive analysis, target setting", "canonId": "019dd956-75a4-7522-8d1a-af94da4703e9", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "Our Performance -> Industry Average -> Best-in-Class -> The Gap = The Opportunity", "description": "Compare performance against best-in-class to quantify the opportunity", "familyLabel": null }, "matchId": "019de0ed-a7d9-7480-a20f-0a8f27d9c1e5", "evidence": "p.54 callout 'all aspects related to talent management have worsened compared to 2013'.", "position": 7, "objective": "Show talent management has worsened across all dimensions vs 2013", "confidence": 80, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null } } ], "locked": true }, { "page": 49, "type": "analysis", "title": "The chart uses a diverging stacked bar format to represent Likert-scale survey responses.", "function": "analyze_data", "rawType": "data_table", "block": null, "metadata": { "slideType": "data_table", "slideTypeCanon": { "name": "Data table", "slug": "data_table", "status": "active", "canonId": "019de52d-0bbd-71b9-9918-417f904abbf8", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 83, "componentCount": 9, "textChars": 819, "nDataPoints": 50, "notes": "The chart uses a diverging stacked bar format to represent Likert-scale survey responses.", "elementsJson": [ "headline_text", "bar_chart_stacked", "callout_box", "bullet_list", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:49:36.224+00", "seconds": 6.748, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b633-bc0f4a0a3ef5/49", "deck": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5", "deckAnchor": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5#slide-49", "deckJson": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Most areas have had a positive impact on the underwriter compared to 5-10 years ago, but there are still gaps as suggested by previous questions", "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": "2026-04-23 23:00:11+00", "model": "claude-code-default", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-9f64-72ba-b417-37d78e36cadf", "parentComponentId": null }, { "bbox": { "h": 0.55, "w": 0.95, "x": 0.03, "y": 0.2 }, "kind": "chart", "text": "Survey results for 10 operational elements", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Stacked bar chart", "slug": "bar-stacked", "status": "active", "canonId": "019de52c-feec-74bf-9028-15b74f84f0a7", "version": 1, "description": null }, "framework": null }, "subkind": "bar-stacked", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:36.224+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d5eacf51-99b7-462e-b093-4a96e9f48873", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.3, "x": 0.35, "y": 0.775 }, "kind": "legend", "text": "5 - Positive, 4, 3 - No change, 2, 1 - Negative", "attrs": null, "canon": { "kind": { "name": "Legend", "slug": "legend", "status": "active", "canonId": "31361933-3d22-4c70-bbad-0801e9fffc0c", "version": 1, "description": "Color/symbol decoder placed adjacent to a chart or diagram." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:36.224+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "512d16a9-f8d9-49bd-9c60-cd6e0137fdc3", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.15, "x": 0.82, "y": 0.96 }, "kind": "metric", "text": "Number of responses = 434", "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": null, "subkind": { "name": "Big number", "slug": "big-number", "status": "active", "canonId": "019de52c-fc70-70c8-b965-0584548a9204", "version": 1, "description": null }, "framework": null }, "subkind": "big-number", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:36.224+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a511962f-12dc-437d-a6f8-e6e35cda990e", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "% of respondents rating element as most positive (5) impact: 25%", "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": "2026-04-23 23:00:11+00", "model": "claude-code-default", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-9f64-72ba-b417-39b246f30c46", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.9, "x": 0.05, "y": 0.82 }, "kind": "paragraph", "text": "Remarks: Most areas have had a positive impact on the underwriter compared to 5-10 years ago, but there are still gaps as suggested by previous questions. New platforms, automation tools, and predictive models have seen the most positive impact. Use of offshoring is identified as something that has had somewhat of a negative impact.", "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 19:49:36.224+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "fc00ecb0-9db1-44e3-921f-112d17e6f7e1", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.2, "x": 0.03, "y": 0.96 }, "kind": "source-note", "text": "Source: 2021 P&C Underwriting Survey", "attrs": { "numbered": true }, "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. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:36.224+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "51d6eb02-908a-4240-8b48-2119e3715756", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.6, "x": 0.03, "y": 0.12 }, "kind": "subtitle", "text": "Q15: How do you feel the following elements have impacted underwriters over the past 5-10 years?", "attrs": null, "canon": { "kind": { "name": "Subtitle", "slug": "subtitle", "status": "active", "canonId": "82d821ee-2793-42e7-8f16-c6131385a3ce", "version": 1, "description": "Header-zone supporting text near the title (= ex body.description with bbox)." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:36.224+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0eb0d3d9-d13a-492c-ba29-5a70e53cd6f8", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.45, "x": 0.03, "y": 0.05 }, "kind": "title", "text": "ELEMENTS IMPACTING UNDERWRITERS", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "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 }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:36.224+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "92d4479f-e018-4614-b9cf-ac9952a7e73d", "parentComponentId": null } ], "metrics": [ { "metricRaw": "% of respondents rating element as most positive (5) impact", "numberRaw": "25%", "numberKind": "percent", "actionTitle": null, "calloutText": "Most areas have had a positive impact on the underwriter compared to 5-10 years ago, but there are still gaps as suggested by previous questions", "numberScale": null, "numberValue": 25, "metricFamily": "survey_sentiment", "numberCurrency": null } ], "tools": [ { "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": "019de0ed-b691-7712-b985-07f59edfadba", "evidence": "Red-dashed highlight flags offshoring's outlier negative sentiment.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 80, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 49, "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": "019de0ed-b669-739e-b0cf-3a231b3e227c", "evidence": "100% stacked bar fits 5-point sentiment scale across 10 elements.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 75, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 49, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Data-Ink Ratio", "slug": "data-ink-ratio", "status": "active", "bestFor": null, "canonId": "019dd956-afc8-70da-b378-92834d36fde6", "version": 1, "bodyDocId": null, "description": "Maximize data, minimize non-data ink - remove chartjunk and decoration", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Designer", "layer": "slide", "agents": [ "Designer" ], "matchId": "7ae4627b-42f1-4f6b-9abe-645c2b1e99ff", "evidence": "The slide uses a data table to present survey results on elements impacting underwriters, with a focus on clear and concise data presentation.", "pageRefs": null, "priority": "Core", "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 21:03:06.211064+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 49, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [ { "to": 54, "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": 38, "name": "Core Insight", "beatId": "019de0ed-a5e0-7728-aead-9ed12d53be49", "matchId": "019de0ed-a537-73fd-80df-5fcf183430a9", "beatType": null, "evidence": "Tech paradox and talent worsening reveal underlying root cause.", "position": 4, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 60 }, { "to": 54, "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": 23, "name": "The Implications (So What)", "beatId": "019de0ed-a694-760b-a2a7-b0347971cf30", "matchId": "019de0ed-a63a-7769-97cb-f3303b0ce4f9", "beatType": null, "evidence": "Section summaries diagnose quality/efficiency/tech/talent issues.", "position": 2, "isPrimaryArc": false, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 50 } ], "loops": [ { "to": 54, "from": 48, "loop": { "name": "39_benchmark_gap", "slug": "39-benchmark-gap", "status": "active", "bestFor": "Performance improvement, competitive analysis, target setting", "canonId": "019dd956-75a4-7522-8d1a-af94da4703e9", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "Our Performance -> Industry Average -> Best-in-Class -> The Gap = The Opportunity", "description": "Compare performance against best-in-class to quantify the opportunity", "familyLabel": null }, "matchId": "019de0ed-a7d9-7480-a20f-0a8f27d9c1e5", "evidence": "p.54 callout 'all aspects related to talent management have worsened compared to 2013'.", "position": 7, "objective": "Show talent management has worsened across all dimensions vs 2013", "confidence": 80, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null } } ], "locked": true }, { "page": 50, "type": "analysis", "title": "The slide uses a stacked bar chart to visualize survey responses on a 5-point scale. Two specific bars are highlighted with yellow dashed boxes.", "function": "analyze_data", "rawType": "data_table", "block": null, "metadata": { "slideType": "data_table", "slideTypeCanon": { "name": "Data table", "slug": "data_table", "status": "active", "canonId": "019de52d-0bbd-71b9-9918-417f904abbf8", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 89, "componentCount": 10, "textChars": 1036, "nDataPoints": 40, "notes": "The slide uses a stacked bar chart to visualize survey responses on a 5-point scale. Two specific bars are highlighted with yellow dashed boxes.", "elementsJson": [ "headline_text", "bar_chart_stacked", "callout_box", "footnote", "paragraph" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:49:32.619+00", "seconds": 3.085, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b633-bc0f4a0a3ef5/50", "deck": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5", "deckAnchor": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5#slide-50", "deckJson": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Personal lines underwriters mention \"new processes impacting positively their capacity to execute their job\" to a greater extent than commercial lines underwriters", "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": "2026-04-23 23:00:12+00", "model": "claude-code-default", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-9f64-72ba-b417-a144711358fe", "parentComponentId": null }, { "bbox": { "h": 0.5, "w": 0.45, "x": 0.52, "y": 0.23 }, "kind": "chart", "text": "New rating/policy/underwriting platforms", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Stacked bar chart", "slug": "bar-stacked", "status": "active", "canonId": "019de52c-feec-74bf-9028-15b74f84f0a7", "version": 1, "description": null }, "framework": null }, "subkind": "bar-stacked", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:32.619+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "13e71170-6378-459e-b286-dde626d6234d", "parentComponentId": null }, { "bbox": { "h": 0.5, "w": 0.45, "x": 0.03, "y": 0.23 }, "kind": "chart", "text": "New process/organization models to increase underwriter capacity", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Stacked bar chart", "slug": "bar-stacked", "status": "active", "canonId": "019de52c-feec-74bf-9028-15b74f84f0a7", "version": 1, "description": null }, "framework": null }, "subkind": "bar-stacked", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:32.619+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9eb3f9b1-d9fe-43c8-88b6-03752e02981b", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.4, "x": 0.03, "y": 0.75 }, "kind": "legend", "text": "1 - Negative, 2, 3 - No change, 4, 5 - Positive", "attrs": null, "canon": { "kind": { "name": "Legend", "slug": "legend", "status": "active", "canonId": "31361933-3d22-4c70-bbad-0801e9fffc0c", "version": 1, "description": "Color/symbol decoder placed adjacent to a chart or diagram." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:32.619+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "eb335a3c-bcb4-487b-9807-099c94824f56", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.15, "x": 0.82, "y": 0.75 }, "kind": "list", "text": "Total responses = 434; Personal lines = 76; Commercial lines = 295; Specialty = 50; Reinsurance = 13; <$10K = 111; $10-49K = 104; $50-249K = 128; +$250K = 91", "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 19:49:32.619+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5dad220f-7f62-40b2-84fe-abf3434dd351", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "Perceived positive impact (5-Positive) of new process/org models, Personal Lines underwriters: 46%", "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": "2026-04-23 23:00:12+00", "model": "claude-code-default", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-9f64-72ba-b417-a77485347327", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.8, "x": 0.03, "y": 0.82 }, "kind": "paragraph", "text": "Remarks: 1. Personal lines underwriters mention “new processes impacting positively their capacity to execute their job” to a greater extent than commercial lines underwriters. 2. $10-50K accounts underwriters consider “new rating platforms” to have had a more negative impact than on other account sizes", "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 19:49:32.619+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0957d162-5626-4179-8bc7-622d775d634d", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.6, "x": 0.03, "y": 0.13 }, "kind": "paragraph", "text": "Q15: How do you feel the following elements have impacted underwriters over the past 5-10 years?", "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 19:49:32.619+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "aa755faa-96dc-47c3-8834-4ce85d49350e", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.2, "x": 0.03, "y": 0.96 }, "kind": "source-note", "text": "Source: 2021 P&C Underwriting 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. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:32.619+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "bad9a2a7-96d0-4670-96e0-bb98f53d894e", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.4, "x": 0.03, "y": 0.05 }, "kind": "title", "text": "ELEMENTS IMPACTING UNDERWRITERS", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "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 }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:32.619+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1926a3a8-0bd7-4737-982e-2fbc080b1662", "parentComponentId": null } ], "metrics": [ { "metricRaw": "Perceived positive impact (5-Positive) of new process/org models, Personal Lines underwriters", "numberRaw": "46%", "numberKind": "percent", "actionTitle": null, "calloutText": "Personal lines underwriters mention \"new processes impacting positively their capacity to execute their job\" to a greater extent than commercial lines underwriters", "numberScale": null, "numberValue": 46, "metricFamily": "other", "numberCurrency": null } ], "tools": [ { "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": "019de0ed-b6df-700c-b50a-3eecbc9cfa07", "evidence": "Yellow-dashed outlines on Personal Lines and $10-49K bars.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 70, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 50, "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": "019de0ed-b6b8-74c4-b9b4-7f1c9590f9c2", "evidence": "Two grouped stacked bar charts (by LOB and account size).", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 70, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 50, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Comparison frame", "slug": "comparison-frame", "status": "active", "bestFor": null, "canonId": "019dd9e1-484b-7399-a4fc-d14644b99f93", "version": 1, "bodyDocId": null, "description": "Two or more states/subjects placed side by side to expose a gap.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "5901ff22-8a3a-4367-9e5a-1b386149c051", "evidence": "The slide compares perceived positive impacts of new process/organization models between personal lines and commercial lines underwriters.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 21:03:06.285034+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 50, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [], "arcBeats": [ { "to": 54, "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": 38, "name": "Core Insight", "beatId": "019de0ed-a5e0-7728-aead-9ed12d53be49", "matchId": "019de0ed-a537-73fd-80df-5fcf183430a9", "beatType": null, "evidence": "Tech paradox and talent worsening reveal underlying root cause.", "position": 4, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 60 }, { "to": 54, "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": 23, "name": "The Implications (So What)", "beatId": "019de0ed-a694-760b-a2a7-b0347971cf30", "matchId": "019de0ed-a63a-7769-97cb-f3303b0ce4f9", "beatType": null, "evidence": "Section summaries diagnose quality/efficiency/tech/talent issues.", "position": 2, "isPrimaryArc": false, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 50 } ], "loops": [ { "to": 54, "from": 48, "loop": { "name": "39_benchmark_gap", "slug": "39-benchmark-gap", "status": "active", "bestFor": "Performance improvement, competitive analysis, target setting", "canonId": "019dd956-75a4-7522-8d1a-af94da4703e9", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "Our Performance -> Industry Average -> Best-in-Class -> The Gap = The Opportunity", "description": "Compare performance against best-in-class to quantify the opportunity", "familyLabel": null }, "matchId": "019de0ed-a7d9-7480-a20f-0a8f27d9c1e5", "evidence": "p.54 callout 'all aspects related to talent management have worsened compared to 2013'.", "position": 7, "objective": "Show talent management has worsened across all dimensions vs 2013", "confidence": 80, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null } } ], "locked": true }, { "page": 51, "type": "analysis", "title": "The slide uses stacked bar charts to visualize survey responses on a 5-point scale. Yellow dashed boxes highlight specific segments for comparison.", "function": "analyze_data", "rawType": "data_table", "block": null, "metadata": { "slideType": "data_table", "slideTypeCanon": { "name": "Data table", "slug": "data_table", "status": "active", "canonId": "019de52d-0bbd-71b9-9918-417f904abbf8", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 87, "componentCount": 10, "textChars": 889, "nDataPoints": 80, "notes": "The slide uses stacked bar charts to visualize survey responses on a 5-point scale. Yellow dashed boxes highlight specific segments for comparison.", "elementsJson": [ "headline_text", "bar_chart_stacked", "bar_chart_100pct", "callout_box", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:49:33.086+00", "seconds": 3.444, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b633-bc0f4a0a3ef5/51", "deck": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5", "deckAnchor": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5#slide-51", "deckJson": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "The use of offshoring is mentioned by commercial lines underwriters as having had a more negative impact than on personal lines underwriters", "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": "2026-04-23 23:00:08+00", "model": "claude-code-default", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-9f64-72ba-b417-194c538d9d7b", "parentComponentId": null }, { "bbox": { "h": 0.5, "w": 0.4, "x": 0.05, "y": 0.22 }, "kind": "chart", "text": "Use of offshoring", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Stacked bar chart", "slug": "bar-stacked", "status": "active", "canonId": "019de52c-feec-74bf-9028-15b74f84f0a7", "version": 1, "description": null }, "framework": null }, "subkind": "bar-stacked", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:33.086+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "131438fc-39d0-4d60-8ac3-0f6c412da27c", "parentComponentId": null }, { "bbox": { "h": 0.5, "w": 0.4, "x": 0.52, "y": 0.22 }, "kind": "chart", "text": "Pricing authority in distribution/marketing", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Stacked bar chart", "slug": "bar-stacked", "status": "active", "canonId": "019de52c-feec-74bf-9028-15b74f84f0a7", "version": 1, "description": null }, "framework": null }, "subkind": "bar-stacked", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:33.086+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "621a7619-f072-431f-bd53-014ed1c80c00", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.4, "x": 0.03, "y": 0.75 }, "kind": "legend", "text": "1 - Negative, 2, 3 - No change, 4, 5 - Positive", "attrs": null, "canon": { "kind": { "name": "Legend", "slug": "legend", "status": "active", "canonId": "31361933-3d22-4c70-bbad-0801e9fffc0c", "version": 1, "description": "Color/symbol decoder placed adjacent to a chart or diagram." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:33.086+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "cc4a5ebd-fd8c-40e9-b441-2ebc88dd2f1c", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "Negative impact rating (offshoring, commercial lines): 29%", "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": "2026-04-23 23:00:08+00", "model": "claude-code-default", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-9f64-72ba-b417-1ef45439eabb", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.75, "x": 0.03, "y": 0.83 }, "kind": "paragraph", "text": "Remarks: 1. The use of offshoring is mentioned by commercial lines underwriters as having had a more negative impact than on personal lines underwriters. 2. Pricing authority is mentioned as having had a greater negative impact on $10-50K accounts than on the rest", "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 19:49:33.086+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "36219292-8bb7-4ed3-b56c-9d2d5ed38f51", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.2, "x": 0.03, "y": 0.96 }, "kind": "source-note", "text": "Source: 2021 P&C Underwriting 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. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:33.086+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a5701251-f26d-4085-97bf-8b458fed8d63", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.6, "x": 0.03, "y": 0.12 }, "kind": "subtitle", "text": "Q15: How do you feel the following elements have impacted underwriters over the past 5-10 years?", "attrs": null, "canon": { "kind": { "name": "Subtitle", "slug": "subtitle", "status": "active", "canonId": "82d821ee-2793-42e7-8f16-c6131385a3ce", "version": 1, "description": "Header-zone supporting text near the title (= ex body.description with bbox)." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:33.086+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2f1dd9f5-6a31-45ad-a22a-842b39d9c2c5", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.15, "x": 0.82, "y": 0.75 }, "kind": "table", "text": "Total responses = 434; Personal lines = 76; Commercial lines = 295; Specialty = 50; Reinsurance = 13; <$10K = 111; $10-49K = 104; $50-249K = 128; +$250K = 91", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:33.086+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f7a8ca68-47e0-4157-8454-aefc0fe220f5", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.45, "x": 0.03, "y": 0.05 }, "kind": "title", "text": "ELEMENTS IMPACTING UNDERWRITERS", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "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 }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:33.086+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f9da7ed7-2893-4283-abeb-b3564c804dcc", "parentComponentId": null } ], "metrics": [ { "metricRaw": "Negative impact rating (offshoring, commercial lines)", "numberRaw": "29%", "numberKind": "percent", "actionTitle": null, "calloutText": "The use of offshoring is mentioned by commercial lines underwriters as having had a more negative impact than on personal lines underwriters", "numberScale": null, "numberValue": 29, "metricFamily": "index_score", "numberCurrency": null } ], "tools": [ { "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": "019de0ed-b733-739d-8077-7906666f1524", "evidence": "Yellow-dashed boxes mark Commercial Lines and $10-50K negatives.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 70, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 51, "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": "019de0ed-b70c-746e-9082-ea54f52e6bfa", "evidence": "Two 100% stacked bars compare offshoring and pricing-authority impact.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 70, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 51, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [ { "to": 54, "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": 38, "name": "Core Insight", "beatId": "019de0ed-a5e0-7728-aead-9ed12d53be49", "matchId": "019de0ed-a537-73fd-80df-5fcf183430a9", "beatType": null, "evidence": "Tech paradox and talent worsening reveal underlying root cause.", "position": 4, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 60 }, { "to": 54, "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": 23, "name": "The Implications (So What)", "beatId": "019de0ed-a694-760b-a2a7-b0347971cf30", "matchId": "019de0ed-a63a-7769-97cb-f3303b0ce4f9", "beatType": null, "evidence": "Section summaries diagnose quality/efficiency/tech/talent issues.", "position": 2, "isPrimaryArc": false, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 50 } ], "loops": [ { "to": 54, "from": 48, "loop": { "name": "39_benchmark_gap", "slug": "39-benchmark-gap", "status": "active", "bestFor": "Performance improvement, competitive analysis, target setting", "canonId": "019dd956-75a4-7522-8d1a-af94da4703e9", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "Our Performance -> Industry Average -> Best-in-Class -> The Gap = The Opportunity", "description": "Compare performance against best-in-class to quantify the opportunity", "familyLabel": null }, "matchId": "019de0ed-a7d9-7480-a20f-0a8f27d9c1e5", "evidence": "p.54 callout 'all aspects related to talent management have worsened compared to 2013'.", "position": 7, "objective": "Show talent management has worsened across all dimensions vs 2013", "confidence": 80, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null } } ], "locked": true }, { "page": 52, "type": "analysis", "title": "The red dashed box highlights the lower-performing categories identified in the remarks.", "function": "diagnose", "rawType": "data_table", "block": null, "metadata": { "slideType": "data_table", "slideTypeCanon": { "name": "Data table", "slug": "data_table", "status": "active", "canonId": "019de52d-0bbd-71b9-9918-417f904abbf8", "version": 1, "description": null }, "function": "diagnose", "functionCanon": { "name": "Diagnose", "slug": "diagnose", "status": "active", "canonId": "019de52d-1657-7223-acc5-7437d878c850", "version": 1, "description": null }, "density": "dense", "densityScore": 63, "componentCount": 8, "textChars": 381, "nDataPoints": 45, "notes": "The red dashed box highlights the lower-performing categories identified in the remarks.", "elementsJson": [ "headline_text", "subtitle_text", "bar_chart_100pct", "callout_box", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:49:36.382+00", "seconds": 6.573, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b633-bc0f4a0a3ef5/52", "deck": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5", "deckAnchor": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5#slide-52", "deckJson": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5.json" }, "components": [ { "bbox": { "h": 0.07, "w": 0.94, "x": 0.03, "y": 0.865 }, "kind": "callout", "text": "Succession planning, retention, training, recruiting, and career path are most problematic", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:36.382+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "00cc9f6f-fbff-4314-973b-183b0c2b33e4", "parentComponentId": null }, { "bbox": { "h": 0.55, "w": 0.86, "x": 0.08, "y": 0.25 }, "kind": "chart", "text": null, "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Stacked bar chart (100%)", "slug": "bar-stacked-100pct", "status": "active", "canonId": "019de52c-ff14-71b8-8d88-860f8d7da84b", "version": 1, "description": null }, "framework": null }, "subkind": "bar-stacked-100pct", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:36.382+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f4d65327-08b2-439b-b74b-a63709c04028", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.3, "x": 0.34, "y": 0.795 }, "kind": "legend", "text": "5 - Superior, 4, 3 - Average, 2, 1 - Deficient", "attrs": null, "canon": { "kind": { "name": "Legend", "slug": "legend", "status": "active", "canonId": "31361933-3d22-4c70-bbad-0801e9fffc0c", "version": 1, "description": "Color/symbol decoder placed adjacent to a chart or diagram." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:36.382+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e5aab71d-7aed-48fd-9fa9-e0a5d332f579", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "% rating succession planning Deficient or 2 (bottom-two-box): 38%", "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": "2026-04-23 23:00:12+00", "model": "claude-code-default", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-9f64-72ba-b417-88a8ec143676", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.15, "x": 0.82, "y": 0.955 }, "kind": "source-note", "text": "Number of responses = 434", "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. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:36.382+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2789cad5-88d5-4217-9e44-9d9f7fe99911", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.2, "x": 0.03, "y": 0.97 }, "kind": "source-note", "text": "Source: 2021 P&C Underwriting 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. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:36.382+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d27ac58c-3ea2-47be-a8ea-9cdc2ee5bba1", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.6, "x": 0.03, "y": 0.13 }, "kind": "subtitle", "text": "Q16: How would you rate the performance of your organization in terms of managing underwriting talent?", "attrs": null, "canon": { "kind": { "name": "Subtitle", "slug": "subtitle", "status": "active", "canonId": "82d821ee-2793-42e7-8f16-c6131385a3ce", "version": 1, "description": "Header-zone supporting text near the title (= ex body.description with bbox)." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:36.382+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e3c9c0d4-bad9-4c6e-b112-fa737f3445b0", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.28, "x": 0.03, "y": 0.05 }, "kind": "title", "text": "TALENT MANAGEMENT", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "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 }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:36.382+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8303adac-5425-46d3-acae-591349b83401", "parentComponentId": null } ], "metrics": [ { "metricRaw": "% rating succession planning Deficient or 2 (bottom-two-box)", "numberRaw": "38%", "numberKind": "percent", "actionTitle": null, "calloutText": "Succession planning, retention, training, recruiting, and career path are most problematic", "numberScale": null, "numberValue": 38, "metricFamily": "index_score", "numberCurrency": null } ], "tools": [ { "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": "019de0ed-b782-726b-aff0-3ee1b59350c6", "evidence": "Red dashed overlay isolates bottom-five problematic dimensions.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 80, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 52, "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": "019de0ed-b75a-705e-a8cb-98f01a16bd90", "evidence": "100% stacked bar rates 9 talent dimensions on 5-point scale.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 75, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 52, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [ { "to": 54, "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": 38, "name": "Core Insight", "beatId": "019de0ed-a5e0-7728-aead-9ed12d53be49", "matchId": "019de0ed-a537-73fd-80df-5fcf183430a9", "beatType": null, "evidence": "Tech paradox and talent worsening reveal underlying root cause.", "position": 4, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 60 }, { "to": 54, "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": 23, "name": "The Implications (So What)", "beatId": "019de0ed-a694-760b-a2a7-b0347971cf30", "matchId": "019de0ed-a63a-7769-97cb-f3303b0ce4f9", "beatType": null, "evidence": "Section summaries diagnose quality/efficiency/tech/talent issues.", "position": 2, "isPrimaryArc": false, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 50 } ], "loops": [ { "to": 54, "from": 48, "loop": { "name": "39_benchmark_gap", "slug": "39-benchmark-gap", "status": "active", "bestFor": "Performance improvement, competitive analysis, target setting", "canonId": "019dd956-75a4-7522-8d1a-af94da4703e9", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "Our Performance -> Industry Average -> Best-in-Class -> The Gap = The Opportunity", "description": "Compare performance against best-in-class to quantify the opportunity", "familyLabel": null }, "matchId": "019de0ed-a7d9-7480-a20f-0a8f27d9c1e5", "evidence": "p.54 callout 'all aspects related to talent management have worsened compared to 2013'.", "position": 7, "objective": "Show talent management has worsened across all dimensions vs 2013", "confidence": 80, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null } } ], "locked": true }, { "page": 53, "type": "analysis", "title": "The chart highlights specific areas of deficiency in talent management, with yellow dashed boxes emphasizing certain high-deficiency segments.", "function": "analyze_data", "rawType": "kpi_dashboard", "block": null, "metadata": { "slideType": "kpi_dashboard", "slideTypeCanon": { "name": "KPI dashboard", "slug": "kpi_dashboard", "status": "active", "canonId": "019de52d-0be5-7295-af4d-b850fe7b7e65", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 83, "componentCount": 9, "textChars": 873, "nDataPoints": 40, "notes": "The chart highlights specific areas of deficiency in talent management, with yellow dashed boxes emphasizing certain high-deficiency segments.", "elementsJson": [ "headline_text", "subtitle_text", "bar_chart_grouped", "callout_box", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:49:33.173+00", "seconds": 3.205, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b633-bc0f4a0a3ef5/53", "deck": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5", "deckAnchor": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5#slide-53", "deckJson": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Talent retention is mentioned by personal lines underwriters as deficient to a greater extent than their commercial lines peers", "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": "2026-04-23 23:00:11+00", "model": "claude-code-default", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-9f64-72ba-b417-50e2ecfd9cee", "parentComponentId": null }, { "bbox": { "h": 0.45, "w": 0.94, "x": 0.03, "y": 0.25 }, "kind": "chart", "text": "Grouped bar chart showing % of deficient ratings across 8 categories for 5 business lines.", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Grouped bar chart", "slug": "bar-grouped", "status": "active", "canonId": "019de52c-ff3b-751e-a8ff-f21ff11097b1", "version": 1, "description": null }, "framework": null }, "subkind": "bar-grouped", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:33.173+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e5849b77-fa03-44e6-8db0-9f2b02fa8c50", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.45, "x": 0.03, "y": 0.74 }, "kind": "legend", "text": "Overall, Personal lines, Commercial lines, Specialty, Reinsurance", "attrs": null, "canon": { "kind": { "name": "Legend", "slug": "legend", "status": "active", "canonId": "31361933-3d22-4c70-bbad-0801e9fffc0c", "version": 1, "description": "Color/symbol decoder placed adjacent to a chart or diagram." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:33.173+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2b2c7fbc-6f84-434a-aa8a-0044a326216a", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.75, "x": 0.03, "y": 0.82 }, "kind": "list", "text": "Talent retention is mentioned by personal lines underwriters as deficient to a greater extent than their commercial lines peers. Succession planning, knowledge sharing, and career path are mentioned as deficient by a greater proportion of specialty lines underwriters.", "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 19:49:33.173+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "87f541f0-c10f-4768-9cc6-d496241ad8ca", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.15, "x": 0.8, "y": 0.8 }, "kind": "list", "text": "Total responses = 434; Personal lines = 76; Commercial lines = 295; Specialty = 50; Reinsurance = 13", "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 19:49:33.173+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c9457bed-7227-4df0-a62c-339b6adeae33", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "% of deficient rating (1-2) for succession planning (Specialty): 52%", "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": "2026-04-23 23:00:11+00", "model": "claude-code-default", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-9f64-72ba-b417-56f9827009ca", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.6, "x": 0.03, "y": 0.13 }, "kind": "paragraph", "text": "Q16: How would you rate the performance of your organization in terms of managing underwriting talent?", "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 19:49:33.173+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "3c9c3533-8606-4e79-bed0-47caca42bc58", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.2, "x": 0.03, "y": 0.95 }, "kind": "source-note", "text": "Source: 2021 P&C Underwriting 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. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:33.173+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "42092680-3cf3-466a-9f63-6b486573cf5c", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.28, "x": 0.03, "y": 0.05 }, "kind": "title", "text": "TALENT MANAGEMENT", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "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 }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:33.173+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ac46495c-ff3f-4da9-a988-76002fd894ff", "parentComponentId": null } ], "metrics": [ { "metricRaw": "% of deficient rating (1-2) for succession planning (Specialty)", "numberRaw": "52%", "numberKind": "percent", "actionTitle": null, "calloutText": "Talent retention is mentioned by personal lines underwriters as deficient to a greater extent than their commercial lines peers", "numberScale": null, "numberValue": 52, "metricFamily": "index_score", "numberCurrency": null } ], "tools": [ { "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": "019de0ed-b7d2-733e-aee3-f101ffe8d7ae", "evidence": "Yellow-dashed boxes flag peaks across multiple dimensions.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 70, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 53, "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": "019de0ed-b7aa-7713-8732-1c7689e154ac", "evidence": "Nine grouped clusters by LOB across talent dimensions.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 70, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 53, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Small Multiples", "slug": "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": "2012871d-3caa-4b2c-a147-55123aea7fc2", "evidence": "The slide uses small multiples to compare deficient ratings across different business lines for various talent management categories.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 21:03:06.43381+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 53, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [ { "to": 54, "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": 38, "name": "Core Insight", "beatId": "019de0ed-a5e0-7728-aead-9ed12d53be49", "matchId": "019de0ed-a537-73fd-80df-5fcf183430a9", "beatType": null, "evidence": "Tech paradox and talent worsening reveal underlying root cause.", "position": 4, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 60 }, { "to": 54, "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": 23, "name": "The Implications (So What)", "beatId": "019de0ed-a694-760b-a2a7-b0347971cf30", "matchId": "019de0ed-a63a-7769-97cb-f3303b0ce4f9", "beatType": null, "evidence": "Section summaries diagnose quality/efficiency/tech/talent issues.", "position": 2, "isPrimaryArc": false, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 50 } ], "loops": [ { "to": 54, "from": 48, "loop": { "name": "39_benchmark_gap", "slug": "39-benchmark-gap", "status": "active", "bestFor": "Performance improvement, competitive analysis, target setting", "canonId": "019dd956-75a4-7522-8d1a-af94da4703e9", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "Our Performance -> Industry Average -> Best-in-Class -> The Gap = The Opportunity", "description": "Compare performance against best-in-class to quantify the opportunity", "familyLabel": null }, "matchId": "019de0ed-a7d9-7480-a20f-0a8f27d9c1e5", "evidence": "p.54 callout 'all aspects related to talent management have worsened compared to 2013'.", "position": 7, "objective": "Show talent management has worsened across all dimensions vs 2013", "confidence": 80, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null } } ], "locked": true }, { "page": 54, "type": "analysis", "title": "The chart shows a consistent downward trend in superior ratings for all talent management aspects between 2013 and 2021.", "function": "analyze_data", "rawType": "data_table", "block": null, "metadata": { "slideType": "data_table", "slideTypeCanon": { "name": "Data table", "slug": "data_table", "status": "active", "canonId": "019de52d-0bbd-71b9-9918-417f904abbf8", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "dense", "densityScore": 67, "componentCount": 7, "textChars": 724, "nDataPoints": 18, "notes": "The chart shows a consistent downward trend in superior ratings for all talent management aspects between 2013 and 2021.", "elementsJson": [ "headline_text", "bar_chart_grouped", "callout_box", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:49:32.521+00", "seconds": 2.433, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b633-bc0f4a0a3ef5/54", "deck": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5", "deckAnchor": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5#slide-54", "deckJson": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5.json" }, "components": [ { "bbox": { "h": 0.09, "w": 0.78, "x": 0.033, "y": 0.86 }, "kind": "callout", "text": "Remarks: All the aspects related to talent management have worsened compared to the 2013 survey in terms of the percentage of underwriters that rate their organizations' talent management performance as superior", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:32.521+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c13f3712-17fc-4b13-be5f-778c87f5bd35", "parentComponentId": null }, { "bbox": null, "kind": "callout", "text": "All the aspects related to talent management have worsened compared to the 2013 survey in terms of the percentage of underwriters that rate their organizations' talent management performance as superior", "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": "2026-04-23 23:00:12+00", "model": "claude-code-default", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-9f64-72ba-b417-6dcc1a932824", "parentComponentId": null }, { "bbox": { "h": 0.55, "w": 0.7, "x": 0.225, "y": 0.25 }, "kind": "chart", "text": "Grouped bar chart comparing 2013 and 2021 survey results for 9 talent management categories.", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Grouped bar chart", "slug": "bar-grouped", "status": "active", "canonId": "019de52c-ff3b-751e-a8ff-f21ff11097b1", "version": 1, "description": null }, "framework": null }, "subkind": "bar-grouped", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:32.521+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "33ef07fe-8e76-45f3-9619-4bf3dbdddf77", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "% of superior rating (4-5) for talent management aspects: 66%", "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": "2026-04-23 23:00:12+00", "model": "claude-code-default", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-9f64-72ba-b417-73040ef5b945", "parentComponentId": null }, { "bbox": { "h": 0.025, "w": 0.67, "x": 0.033, "y": 0.138 }, "kind": "paragraph", "text": "Q16: How would you rate the performance of your organization in terms of managing underwriting talent?", "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 19:49:32.521+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f7a49fd1-ef58-4dab-83c3-6f0afa40ecd7", "parentComponentId": null }, { "bbox": { "h": 0.018, "w": 0.236, "x": 0.033, "y": 0.968 }, "kind": "source-note", "text": "Source: 2013/21 P&C Underwriting 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. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:32.521+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5206f415-4208-4957-ac5c-8f383ce22166", "parentComponentId": null }, { "bbox": { "h": 0.038, "w": 0.282, "x": 0.033, "y": 0.055 }, "kind": "title", "text": "TALENT MANAGEMENT", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "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 }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:32.521+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f18863f1-b187-4bc0-8210-dcecabfc8920", "parentComponentId": null } ], "metrics": [ { "metricRaw": "% of superior rating (4-5) for talent management aspects", "numberRaw": "66%", "numberKind": "percent", "actionTitle": null, "calloutText": "All the aspects related to talent management have worsened compared to the 2013 survey in terms of the percentage of underwriters that rate their organizations' talent management performance as superior", "numberScale": null, "numberValue": 66, "metricFamily": "index_score", "numberCurrency": null } ], "tools": [ { "tool": { "name": "Before-After-Bridge", "slug": "before-after-bridge", "status": "active", "bestFor": null, "canonId": "019dd956-8604-7188-883f-42370288ad05", "version": 1, "bodyDocId": null, "description": "Narrative structure: Paint the before, show the after, explain the bridge", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "e9dbd032-0e6d-4757-86bb-78c2e98cade6", "evidence": "The slide compares survey results from 2013 and 2021, showing changes in talent management performance ratings over time.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.6, "extraction": { "at": "2026-07-16 21:03:06.518361+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 54, "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": "019de0ed-b7fa-7599-bf80-89a87cf219d5", "evidence": "Grouped horizontal bar compares 2013 vs 2021 superior ratings.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 75, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 54, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Contrast Principle", "slug": "contrast-principle", "status": "active", "bestFor": null, "canonId": "019dd956-bf0f-73ae-b9df-e60508cdaa65", "version": 1, "bodyDocId": null, "description": "Higher visual weight draws attention - use contrast strategically for emphasis", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Designer", "layer": "slide", "agents": [ "Designer" ], "matchId": "019de0ed-b823-739e-ba2e-a2c9c598d30a", "evidence": "Direct year-over-year comparison shows uniform decline.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 80, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 54, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [ { "to": 54, "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": 38, "name": "Core Insight", "beatId": "019de0ed-a5e0-7728-aead-9ed12d53be49", "matchId": "019de0ed-a537-73fd-80df-5fcf183430a9", "beatType": null, "evidence": "Tech paradox and talent worsening reveal underlying root cause.", "position": 4, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 60 }, { "to": 54, "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": 23, "name": "The Implications (So What)", "beatId": "019de0ed-a694-760b-a2a7-b0347971cf30", "matchId": "019de0ed-a63a-7769-97cb-f3303b0ce4f9", "beatType": null, "evidence": "Section summaries diagnose quality/efficiency/tech/talent issues.", "position": 2, "isPrimaryArc": false, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 50 } ], "loops": [ { "to": 54, "from": 48, "loop": { "name": "39_benchmark_gap", "slug": "39-benchmark-gap", "status": "active", "bestFor": "Performance improvement, competitive analysis, target setting", "canonId": "019dd956-75a4-7522-8d1a-af94da4703e9", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "Our Performance -> Industry Average -> Best-in-Class -> The Gap = The Opportunity", "description": "Compare performance against best-in-class to quantify the opportunity", "familyLabel": null }, "matchId": "019de0ed-a7d9-7480-a20f-0a8f27d9c1e5", "evidence": "p.54 callout 'all aspects related to talent management have worsened compared to 2013'.", "position": 7, "objective": "Show talent management has worsened across all dimensions vs 2013", "confidence": 80, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null } } ], "locked": true }, { "page": 55, "type": "setup", "function": "transition", "rawType": "section_divider", "block": null, "metadata": { "slideType": "section_divider", "slideTypeCanon": { "name": "Section divider", "slug": "section_divider", "status": "active", "canonId": "019de52d-066a-7402-9554-6ae504999041", "version": 1, "description": null }, "function": "transition", "functionCanon": { "name": "Transition", "slug": "transition", "status": "active", "canonId": "019de52d-1365-7149-92aa-66df859e75fd", "version": 1, "description": null }, "density": "sparse", "densityScore": 2, "componentCount": 2, "textChars": 26, "nDataPoints": 0, "notes": null, "elementsJson": [ "headline_text" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:49:32.322+00", "seconds": 1.736, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b633-bc0f4a0a3ef5/55", "deck": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5", "deckAnchor": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5#slide-55", "deckJson": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5.json" }, "components": [ { "bbox": { "h": 0.03, "w": 0.04, "x": 0.95, "y": 0.02 }, "kind": "paragraph", "text": "Index", "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 19:49:32.322+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "af1629d5-7fcf-4e50-99a2-d82db85c7c69", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.45, "x": 0.03, "y": 0.25 }, "kind": "title", "text": "7. OPEN-END QUESTIONS", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "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 }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:32.322+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f6b934c5-ebf9-4fb6-b37f-fd08c8a9f225", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [ { "to": 58, "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": 55, "name": "Implications", "beatId": "019de0ed-a608-7502-87e6-f2a2c5ad3d0d", "matchId": "019de0ed-a537-73fd-80df-5fcf183430a9", "beatType": null, "evidence": "Open-end qualitative concerns spell out implications.", "position": 5, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 60 }, { "to": 58, "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": 55, "name": "The Action (Now What)", "beatId": "019de0ed-a6bc-708f-b2e6-6e0aa31d9e1f", "matchId": "019de0ed-a63a-7769-97cb-f3303b0ce4f9", "beatType": null, "evidence": "Open-end excitements and concerns hint at next moves but no recommendations.", "position": 3, "isPrimaryArc": false, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 50 } ], "loops": [], "locked": true }, { "page": 56, "type": "setup", "title": "The slide uses a split-layout to contrast positive and negative sentiment themes.", "function": "summarize", "rawType": "key_messages", "block": null, "metadata": { "slideType": "key_messages", "slideTypeCanon": { "name": "Key messages", "slug": "key_messages", "status": "active", "canonId": "019de52d-0712-703f-89f5-bda6688faf3f", "version": 1, "description": null }, "function": "summarize", "functionCanon": { "name": "Summarize", "slug": "summarize", "status": "active", "canonId": "019de52d-1541-704f-b86f-bf7b75056373", "version": 1, "description": null }, "density": "balanced", "densityScore": 44, "componentCount": 6, "textChars": 499, "nDataPoints": 0, "notes": "The slide uses a split-layout to contrast positive and negative sentiment themes.", "elementsJson": [ "headline_text", "bullet_list", "icon_grid" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:49:33.444+00", "seconds": 2.456, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b633-bc0f4a0a3ef5/56", "deck": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5", "deckAnchor": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5#slide-56", "deckJson": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5.json" }, "components": [ { "bbox": { "h": 0.55, "w": 0.45, "x": 0.03, "y": 0.35 }, "kind": "image", "text": null, "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Icon grid", "slug": "icon-grid", "status": "active", "canonId": "019de52c-fdfe-749d-9990-1db465a3eed4", "version": 1, "description": null }, "framework": null }, "subkind": "icon-grid", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:33.444+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "31e3ad52-1feb-46eb-af65-c945754db3f2", "parentComponentId": null }, { "bbox": { "h": 0.55, "w": 0.45, "x": 0.52, "y": 0.35 }, "kind": "list", "text": "Impact of technology/AI on jobs; Inefficient systems and workload; Talent gap and training; Role of the underwriter; Climate change; Regulation", "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 19:49:33.444+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "078b7ced-af06-4fcc-a253-fc69e42cc4e8", "parentComponentId": null }, { "bbox": { "h": 0.55, "w": 0.45, "x": 0.03, "y": 0.35 }, "kind": "list", "text": "New products and services; Automation and the use of AI for improving underwriting performance; New data sources; ESG consideration; Retirement", "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 19:49:33.444+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "45c9b5a0-7d89-4441-87bb-fa0cf4fbcd6e", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.35, "x": 0.03, "y": 0.21 }, "kind": "paragraph", "text": "Q: As an underwriter, what are you most excited about regarding your role, company or the industry in the upcoming 3-5 years?", "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 19:49:33.444+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1fb65e05-4efc-41d1-ad1b-afaa5ae3cb7a", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.35, "x": 0.52, "y": 0.21 }, "kind": "paragraph", "text": "Q: Conversely, what are you most concerned about?", "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 19:49:33.444+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b0b38a9a-ed06-49a1-9407-eafe97178be9", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.5, "x": 0.03, "y": 0.04 }, "kind": "title", "text": "KEY TOPICS RAISED IN OPEN-END QUESTIONS", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "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 }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:33.444+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d73f6057-b634-42f1-995a-6a56651ee822", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Parallel Structure", "slug": "parallel-structure", "status": "active", "bestFor": null, "canonId": "019dd956-9f34-762a-93b7-1d8e84bbd153", "version": 1, "bodyDocId": null, "description": "Using similar grammatical structure for related ideas", "familyLabel": null, "categoryName": "Loop", "categorySlug": "loop" }, "agent": "Architect", "layer": "loop", "agents": [ "Architect" ], "matchId": "019de0ed-b8c5-758e-9da2-5eb3b3cd86d4", "evidence": "Excited vs concerned items presented in mirrored parallel layout.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 70, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 56, "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": "019de0ed-b874-70a9-a3e7-d13e02bd5423", "evidence": "Purple = positive, grey = negative encodes sentiment.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 75, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 56, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Contrast Principle", "slug": "contrast-principle", "status": "active", "bestFor": null, "canonId": "019dd956-bf0f-73ae-b9df-e60508cdaa65", "version": 1, "bodyDocId": null, "description": "Higher visual weight draws attention - use contrast strategically for emphasis", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Designer", "layer": "slide", "agents": [ "Designer" ], "matchId": "019de0ed-b84a-741c-bc9c-9fe2e6531c80", "evidence": "Purple panel (excited) vs grey panel (concerned) creates visual antithesis.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 85, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 56, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "bed4b597-255f-482d-9026-eaa7488d7455", "evidence": "The slide presents key topics raised in open-end questions using clear and concise bullet points.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.8, "extraction": { "at": "2026-07-16 21:03:06.657177+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 56, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Picture Superiority Effect", "slug": "picture-superiority-effect", "status": "active", "bestFor": null, "canonId": "019dd956-c201-7014-bb58-3e85e3e11dfd", "version": 1, "bodyDocId": null, "description": "Pictures remembered 6x better than words - prioritize visuals over text", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Designer", "layer": "slide", "agents": [ "Designer" ], "matchId": "019de0ed-b89d-747d-b2ad-41913a6f63b1", "evidence": "Custom line icons pair with each item for memorability.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 65, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 56, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [ { "to": 58, "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": 55, "name": "Implications", "beatId": "019de0ed-a608-7502-87e6-f2a2c5ad3d0d", "matchId": "019de0ed-a537-73fd-80df-5fcf183430a9", "beatType": null, "evidence": "Open-end qualitative concerns spell out implications.", "position": 5, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 60 }, { "to": 58, "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": 55, "name": "The Action (Now What)", "beatId": "019de0ed-a6bc-708f-b2e6-6e0aa31d9e1f", "matchId": "019de0ed-a63a-7769-97cb-f3303b0ce4f9", "beatType": null, "evidence": "Open-end excitements and concerns hint at next moves but no recommendations.", "position": 3, "isPrimaryArc": false, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 50 } ], "loops": [ { "to": 58, "from": 56, "loop": { "name": "51_voice_of_customer", "slug": "51-voice-of-customer", "status": "active", "bestFor": "Product strategy, customer experience, market research", "canonId": "019dd956-7aaf-750b-950b-af0df38f5266", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "What Customers Say (Verbatim) -> The Pattern Across Voices -> The Insight -> The Response", "description": "Let customer quotes and feedback drive the narrative and validate the insight", "familyLabel": null }, "matchId": "019de0ed-a801-7798-809e-3019ac628e5d", "evidence": "p.57-58 organize verbatim quotes into 4 thematic quadrants of excitement/concern.", "position": 8, "objective": "Synthesize verbatim underwriter quotes into themes", "confidence": 85, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null } } ], "locked": true }, { "page": 57, "type": "evidence", "title": "The slide uses a 2x2 grid layout to categorize qualitative feedback.", "function": "illustrate_case", "rawType": "testimonial", "block": null, "metadata": { "slideType": "testimonial", "slideTypeCanon": { "name": "Testimonial", "slug": "testimonial", "status": "active", "canonId": "019de52d-0a2d-7782-8a48-7e84df92cc97", "version": 1, "description": null }, "function": "illustrate_case", "functionCanon": { "name": "Illustrate case", "slug": "illustrate_case", "status": "active", "canonId": "019de52d-13b4-772c-bb73-1873612a7463", "version": 1, "description": null }, "density": "dense", "densityScore": 50, "componentCount": 8, "textChars": 292, "nDataPoints": 0, "notes": "The slide uses a 2x2 grid layout to categorize qualitative feedback.", "elementsJson": [ "headline_text", "subtitle_text", "quote_block", "icon_grid" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:49:37.277+00", "seconds": 6.271, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b633-bc0f4a0a3ef5/57", "deck": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5", "deckAnchor": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5#slide-57", "deckJson": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5.json" }, "components": [ { "bbox": { "h": 0.05, "w": 0.4, "x": 0.03, "y": 0.0062 }, "kind": "list", "text": "ESG considerations", "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 19:49:37.277+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "3eb787df-c8eb-4354-ada7-8a8520e54d09", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.4, "x": 0.5, "y": 0.0062 }, "kind": "list", "text": "New data sources", "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 19:49:37.277+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "933539f3-90de-4af1-95b2-5fcd69cd984c", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.4, "x": 0.5, "y": 0.0018 }, "kind": "list", "text": "Automation and the use of AI", "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 19:49:37.277+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ac682247-673a-4526-ae4d-b441131d5b70", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.4, "x": 0.03, "y": 0.0018 }, "kind": "list", "text": "New products and services", "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 19:49:37.277+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b043ea04-1295-4bc2-bc64-aa86c0eb37fd", "parentComponentId": null }, { "bbox": { "h": 0.7, "w": 0.95, "x": 0.03, "y": 0.2 }, "kind": "paragraph", "text": "Quotes from underwriters regarding industry trends and opportunities.", "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 19:49:37.277+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4b8f3301-0f21-4666-9f1f-7cee3e8e6778", "parentComponentId": null }, { "bbox": null, "kind": "quote", "text": "\"Risk analysis done by AI will help underwriters a lot and will change the industry\"", "attrs": null, "canon": { "kind": { "name": "Quote", "slug": "quote", "status": "active", "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a", "version": 1, "description": "Pull quote or testimonial." }, "tool": { "name": "Authority citation", "slug": "authority-citation", "status": "active", "bestFor": null, "canonId": "019dd9e1-49ae-7557-89ad-3fca70469b45", "version": 1, "bodyDocId": null, "description": "Quoting an authority figure, study, or precedent to lend weight.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-23 23:00:39+00", "model": "claude-code-default", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-9f64-72ba-b417-d41c13023304", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.6, "x": 0.03, "y": 0.05 }, "kind": "title", "text": "WHAT ARE UNDERWRITERS MOST ENTHUSIASTIC ABOUT?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "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 }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:37.277+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5d668a12-be47-45d3-81be-a369f9451db7", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.1, "x": 0.03, "y": 0.1 }, "kind": "title", "text": "QUOTES", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Subtitle", "slug": "subtitle", "status": "active", "canonId": "019de52c-fb09-739d-900c-815b0d9ac526", "version": 1, "description": null }, "framework": null }, "subkind": "subtitle", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:37.277+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "cac9a8a1-9d6d-4acd-8d3e-2f14a656b7d7", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Concrete Language", "slug": "concrete-language", "status": "active", "bestFor": null, "canonId": "019dd956-bcd4-7398-9723-6aa72346170b", "version": 1, "bodyDocId": null, "description": "Using specific sensory details instead of abstract terms", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "019de0ed-b915-761c-8683-ac22f7a2c113", "evidence": "Verbatim underwriter quotes carry raw, specific voice.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 80, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 57, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "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": "019de0ed-b93d-70d9-a6a7-1d059bc49079", "evidence": "Quotes evoke hopes about industry transformation.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 65, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 57, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Grid System", "slug": "grid-system", "status": "active", "bestFor": null, "canonId": "019dd956-b745-710f-8b70-825c603b1163", "version": 1, "bodyDocId": null, "description": "Aligning elements to invisible grid for visual harmony", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Designer", "layer": "slide", "agents": [ "Designer" ], "matchId": "019de0ed-b8ec-7677-9ced-d12741c055d0", "evidence": "Four equal purple quadrants align verbatim quotes.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 75, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 57, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [ { "matchId": "f02f1677-6407-46c5-9b97-bd3e48c7dbd2", "evidence": "The slide organizes content into four distinct quadrants representing different themes.", "framework": null, "confidence": 0.8, "extraction": { "at": "2026-05-02 19:49:37.277+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 57, "frameworkName": "matrix-2x2" } ], "arcBeats": [ { "to": 58, "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": 55, "name": "Implications", "beatId": "019de0ed-a608-7502-87e6-f2a2c5ad3d0d", "matchId": "019de0ed-a537-73fd-80df-5fcf183430a9", "beatType": null, "evidence": "Open-end qualitative concerns spell out implications.", "position": 5, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 60 }, { "to": 58, "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": 55, "name": "The Action (Now What)", "beatId": "019de0ed-a6bc-708f-b2e6-6e0aa31d9e1f", "matchId": "019de0ed-a63a-7769-97cb-f3303b0ce4f9", "beatType": null, "evidence": "Open-end excitements and concerns hint at next moves but no recommendations.", "position": 3, "isPrimaryArc": false, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 50 } ], "loops": [ { "to": 58, "from": 56, "loop": { "name": "51_voice_of_customer", "slug": "51-voice-of-customer", "status": "active", "bestFor": "Product strategy, customer experience, market research", "canonId": "019dd956-7aaf-750b-950b-af0df38f5266", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "What Customers Say (Verbatim) -> The Pattern Across Voices -> The Insight -> The Response", "description": "Let customer quotes and feedback drive the narrative and validate the insight", "familyLabel": null }, "matchId": "019de0ed-a801-7798-809e-3019ac628e5d", "evidence": "p.57-58 organize verbatim quotes into 4 thematic quadrants of excitement/concern.", "position": 8, "objective": "Synthesize verbatim underwriter quotes into themes", "confidence": 85, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null } } ], "locked": true }, { "page": 58, "type": "analysis", "title": "The slide uses a grid layout to categorize concerns into five thematic areas.", "function": "diagnose", "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": "diagnose", "functionCanon": { "name": "Diagnose", "slug": "diagnose", "status": "active", "canonId": "019de52d-1657-7223-acc5-7437d878c850", "version": 1, "description": null }, "density": "sparse", "densityScore": 22, "componentCount": 4, "textChars": 322, "nDataPoints": 0, "notes": "The slide uses a grid layout to categorize concerns into five thematic areas.", "elementsJson": [ "headline_text", "subtitle_text", "quote_block", "icon_grid" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:49:33.794+00", "seconds": 2.728, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b633-bc0f4a0a3ef5/58", "deck": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5", "deckAnchor": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5#slide-58", "deckJson": "/decks/019dd923-5ca1-7489-b633-bc0f4a0a3ef5.json" }, "components": [ { "bbox": { "h": 0.8, "w": 0.95, "x": 0.03, "y": 0.15 }, "kind": "list", "text": "Impact of technology/AI on jobs, Inefficient systems and workload, Role of the underwriter, Talent gap and training, Climate change and regulation", "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 19:49:33.794+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "31dadceb-c61a-488e-9773-5aea887ef748", "parentComponentId": null }, { "bbox": null, "kind": "quote", "text": "\"Somewhat concerned that automation will replace underwriters, or at least reduce opportunities for people with our skill set.\"", "attrs": null, "canon": { "kind": { "name": "Quote", "slug": "quote", "status": "active", "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a", "version": 1, "description": "Pull quote or testimonial." }, "tool": { "name": "Authority citation", "slug": "authority-citation", "status": "active", "bestFor": null, "canonId": "019dd9e1-49ae-7557-89ad-3fca70469b45", "version": 1, "bodyDocId": null, "description": "Quoting an authority figure, study, or precedent to lend weight.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-23 23:00:49+00", "model": "claude-code-default", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-9f65-74fd-b785-5f731b5acb08", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.5, "x": 0.03, "y": 0.05 }, "kind": "title", "text": "WHAT ARE UNDERWRITERS MOST CONCERNED ABOUT?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "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 }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:33.794+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "998d7429-2ffc-4261-896a-2293d3f0dc86", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.05, "x": 0.03, "y": 0.1 }, "kind": "title", "text": "QUOTES", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Subtitle", "slug": "subtitle", "status": "active", "canonId": "019de52c-fb09-739d-900c-815b0d9ac526", "version": 1, "description": null }, "framework": null }, "subkind": "subtitle", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:49:33.794+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "fb678bb2-492c-49b2-9fcc-bb1017e2422f", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Concrete Language", "slug": "concrete-language", "status": "active", "bestFor": null, "canonId": "019dd956-bcd4-7398-9723-6aa72346170b", "version": 1, "bodyDocId": null, "description": "Using specific sensory details instead of abstract terms", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "019de0ed-b98f-718d-8dfd-5f52489ea532", "evidence": "Verbatim concern quotes use specific worker language.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 80, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 58, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "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": "019de0ed-b9b6-719a-9087-fa85b5c7e54a", "evidence": "Quotes about job replacement and workload tap into fears.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 70, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 58, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Grid System", "slug": "grid-system", "status": "active", "bestFor": null, "canonId": "019dd956-b745-710f-8b70-825c603b1163", "version": 1, "bodyDocId": null, "description": "Aligning elements to invisible grid for visual harmony", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Designer", "layer": "slide", "agents": [ "Designer" ], "matchId": "019de0ed-b967-763b-89e2-6da1ce1d5aa9", "evidence": "Four-quadrant icon-headed layout for verbatim concerns.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 75, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 58, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [ { "to": 58, "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": 55, "name": "Implications", "beatId": "019de0ed-a608-7502-87e6-f2a2c5ad3d0d", "matchId": "019de0ed-a537-73fd-80df-5fcf183430a9", "beatType": null, "evidence": "Open-end qualitative concerns spell out implications.", "position": 5, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 60 }, { "to": 58, "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": 55, "name": "The Action (Now What)", "beatId": "019de0ed-a6bc-708f-b2e6-6e0aa31d9e1f", "matchId": "019de0ed-a63a-7769-97cb-f3303b0ce4f9", "beatType": null, "evidence": "Open-end excitements and concerns hint at next moves but no recommendations.", "position": 3, "isPrimaryArc": false, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 50 } ], "loops": [ { "to": 58, "from": 56, "loop": { "name": "51_voice_of_customer", "slug": "51-voice-of-customer", "status": "active", "bestFor": "Product strategy, customer experience, market research", "canonId": "019dd956-7aaf-750b-950b-af0df38f5266", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "What Customers Say (Verbatim) -> The Pattern Across Voices -> The Insight -> The Response", "description": "Let customer quotes and feedback drive the narrative and validate the insight", "familyLabel": null }, "matchId": "019de0ed-a801-7798-809e-3019ac628e5d", "evidence": "p.57-58 organize verbatim quotes into 4 thematic quadrants of excitement/concern.", "position": 8, "objective": "Synthesize verbatim underwriter quotes into themes", "confidence": 85, "extraction": { "at": "2026-05-01 00:26:03.709282+00", "model": "claude-cli", "runId": null, "seconds": null, "promptVersion": null } } ], "locked": true } ], "arcBeats": [ { "from": 1, "to": 5, "label": "Surface Observation", "description": "Cover, TOC and 5-bullet key highlights sit at the surface." }, { "from": 6, "to": 22, "label": "First Layer", "description": "Methodology + Role of Underwriter section exposes 40% time waste." }, { "from": 23, "to": 37, "label": "Deeper Layer", "description": "Quality and Efficiency sections show declines vs 2008/2013." }, { "from": 38, "to": 54, "label": "Core Insight", "description": "Tech paradox and talent worsening reveal underlying root cause." }, { "from": 55, "to": 58, "label": "Implications", "description": "Open-end qualitative concerns spell out implications." } ], "loops": [ { "from": 3, "to": 5, "label": "Mece Breakdown", "description": "Frame survey findings into 5 MECE themes" }, { "from": 7, "to": 11, "label": "Segmentation Split", "description": "Profile sample by line of business and account size" }, { "from": 13, "to": 22, "label": "Iceberg", "description": "Show 40% non-core time symptom is driven by hidden systems/process root cause" }, { "from": 24, "to": 29, "label": "Benchmark Gap", "description": "Show quality has declined and identify priority gaps" }, { "from": 31, "to": 37, "label": "Maturity Curve", "description": "Diagnose current efficiency maturity and required investment roadmap" }, { "from": 39, "to": 46, "label": "Paradox Resolver", "description": "Resolve apparent contradiction: tech improves performance yet does not reduce workload" }, { "from": 48, "to": 54, "label": "Benchmark Gap", "description": "Show talent management has worsened across all dimensions vs 2013" }, { "from": 56, "to": 58, "label": "Voice Of Customer", "description": "Synthesize verbatim underwriter quotes into themes" } ] }