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11, "objective": "Assign actions to investors, governments, CEOs", "confidence": 85, "extraction": { "at": "2026-04-29 13:07:29.689431+00", "model": "claude-legacy", "runId": null, "seconds": null, "promptVersion": null } }, { "to": 74, "from": 72, "loop": { "name": "24_time_machine", "slug": "24-time-machine", "status": "active", "bestFor": "Vision casting, long-term strategy, investment pitches", "canonId": "019dd956-6f7f-70b2-b087-a16fe20515a7", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "Fast Forward to Success -> What Made It Possible -> Back to Today's Decision", "description": "Transport the audience to a future state where your solution has already succeeded", "familyLabel": null, "categoryName": "Vision", "categorySlug": "vision" }, "matchId": "019dd95a-088c-724c-b313-9fd182936cef", "evidence": "Collective action ecosystem p72-73; Leapfrog $1T/5-6M jobs/6-8% GDP by 2030 p74 -> 'time to A.C.T. is now'.", "position": 12, "objective": "Cast 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frame stakes as potential loss", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Storyteller", "layer": "block", "agents": [ "Storyteller" ], "matchId": "019dd95a-1804-770a-b241-819015c7a3ae", "evidence": "Frames as 'on the table' for those who lead - implicit loss for laggards.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 70, "extraction": { "at": "2026-04-29 13:07:33.6378+00", "model": "claude-legacy", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 14, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Social Proof", "slug": "social-proof", "status": "active", "bestFor": null, "canonId": "019dd956-990d-7620-82b3-6dd286f34568", "version": 1, "bodyDocId": null, "description": "People adapt behavior based on what others do - show adoption and testimonials", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Storyteller", "layer": "block", "agents": [ "Storyteller" ], "matchId": "019dd95a-1804-770a-b241-939bac86f66b", "evidence": "Lists how governments/companies/investors are joining the movement.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 75, "extraction": { "at": "2026-04-29 13:07:33.6378+00", "model": "claude-legacy", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 18, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Negativity Bias", "slug": "negativity-bias", "status": "active", "bestFor": null, "canonId": "019dd956-966c-77ea-a9a5-f6b95671162e", "version": 1, "bodyDocId": null, "description": "Negative events recalled more vividly than positive - use carefully for problem framing", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Storyteller", "layer": "block", "agents": [ "Storyteller" ], "matchId": "019dd95a-1804-770a-b241-94d85c645933", "evidence": "Frames climate risk to SEA: '17-37%' damage figure to drive urgency.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 70, "extraction": { "at": "2026-04-29 13:07:33.6378+00", "model": "claude-legacy", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 19, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "The Rule of Three", "slug": "the-rule-of-three", "status": "active", "bestFor": null, "canonId": "019dd956-8962-75cf-b4f8-9394501a6f33", "version": 1, "bodyDocId": null, "description": "Ideas presented in threes are more memorable and satisfying", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Storyteller", "layer": "block", "agents": [ "Storyteller" ], "matchId": "019dd95a-1804-770a-b241-a70e212d393f", "evidence": "Three steps explicitly numbered and visually balanced.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 88, "extraction": { "at": "2026-04-29 13:07:33.6378+00", "model": "claude-legacy", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 21, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Three Pillars", "slug": "three-pillars", "status": "active", "bestFor": null, "canonId": "019dd956-81ef-7455-a365-b234d95a6bbb", "version": 1, "bodyDocId": null, "description": "Three major supporting arguments that are MECE and address key concerns", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Architect", "layer": "block", "agents": [ "Architect" ], "matchId": "019dd95a-1804-770a-b241-a39c7c72180e", "evidence": "Three numbered pillars with imagery: 01 Define / 02 Catalyze / 03 Unlock capital.", "pageRefs": null, "priority": "Core", "whenToUse": null, "confidence": 90, "extraction": { "at": "2026-04-29 13:07:33.6378+00", "model": "claude-legacy", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 21, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Audience Segmentation", "slug": "audience-segmentation", "status": "active", "bestFor": null, "canonId": "019dd956-8079-7046-8e6b-ecdf1bf15590", "version": 1, "bodyDocId": null, "description": "Grouping audience by attitude toward your message: Champions, Neutrals, Skeptics", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Storyteller", "layer": "block", "agents": [ "Storyteller" ], "matchId": "019dd95a-1804-770a-b241-b30dba20ac17", "evidence": "Country-by-country comparison across SEA states.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 60, "extraction": { "at": "2026-04-29 13:07:33.6378+00", "model": "claude-legacy", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 26, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Social Proof", "slug": "social-proof", "status": "active", "bestFor": null, "canonId": "019dd956-990d-7620-82b3-6dd286f34568", "version": 1, "bodyDocId": null, "description": "People adapt behavior based on what others do - 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"evidence": "Initiative list of enablers presented as parallel categories.", "confidence": 60 } ], "page_number": 54 }, { "tools": [ { "id": 121, "slug": "metaphor-analogy", "layer": "Slide", "evidence": "'Green data revolution' frames data/digital as a movement.", "confidence": 65 } ], "page_number": 55 }, { "tools": [ { "id": 72, "slug": "social-proof", "layer": "Block", "evidence": "Examples of global stakeholder data collaborations cited as precedents.", "confidence": 65 } ], "page_number": 56 }, { "tools": [ { "id": 226, "slug": "social-validation", "layer": "Slide", "evidence": "Logo / case grid of SEA companies already taking Net Zero action.", "confidence": 70 } ], "page_number": 58 }, { "tools": [ { "id": 118, "slug": "action-titles", "layer": "Slide", "evidence": "Title: 'Fundamental shifts have taken place in the past ~18 months' with '+19%' anchor.", "confidence": 80 }, { "id": 27, "slug": "27-cost-of-inaction", "layer": "Loop", "evidence": "First page of capital-flows loop 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Weakest beat is the proof step (capital-flows section is more descriptive than rigorous) and the absence of an explicit cost-of-inaction quantification.", "secondary_arcs": [ { "id": 11, "slug": "triple-take", "beats": [ { "name": "The Facts (What)", "end_page": 28, "evidence": "Global narrative + SEA progress to date", "position": 1, "start_page": 17 }, { "name": "The Implications (So What)", "end_page": 34, "evidence": "Not on track, modest ambitions, specific barriers", "position": 2, "start_page": 29 }, { "name": "The Action (Now What)", "end_page": 74, "evidence": "Stakeholder-specific recs + A.C.T. close", "position": 3, "start_page": 67 } ], "evidence": "Facts (Net Zero context p17-20) -> Implications (SEA gap & barriers p29-34, p63-64) -> Action (CEO/govt/investor playbook p67-74).", "confidence": 60 } ], "images_inspected": 7, "slide_frameworks": [ { "frameworks": [ { "name": "Three Steps Framework (Define / Catalyze / Unlock)", "slug": "three-steps-net-zero", "evidence": "Slide explicitly labels '01 Define the road / 02 Catalyze the journey / 03 Unlock capital flows'.", "confidence": 85 } ], "page_number": 21 }, { "frameworks": [ { "name": "Waterfall Chart", "slug": "waterfall", "evidence": "Stacked-bar waterfall from 2018 baseline to BAU to 2015/2020 NDCs to 1.5C target with A/B annotations.", "confidence": 90 } ], "page_number": 29 }, { "frameworks": [ { "name": "Heatmap / Maturity Matrix", "slug": "heatmap-matrix", "evidence": "Country x criteria heatmap with green=leading / grey=lacking legend and 'Best-in-class' column.", "confidence": 85 } ], "page_number": 31 }, { "frameworks": [ { "name": "Building Blocks Framework (Decarbonize + Leverage Enablers)", "slug": "building-blocks-net-zero", "evidence": "Two grouped bands explicitly labelled 'Decarbonize' and 'Leverage enablers' with named tiles.", "confidence": 88 } ], "page_number": 37 }, { "frameworks": [ { "name": "Three Horizons", "slug": "three-horizons", "evidence": "Two columns labelled '1 Here and now' / '2 Over the horizon' with 0-5y / 5-10y time markers.", "confidence": 75 } ], "page_number": 39 }, { "frameworks": [ { "name": "Three Horizons", "slug": "three-horizons", "evidence": "Mitigation today vs digital/data-enabled future opportunities split.", "confidence": 70 } ], "page_number": 43 }, { "frameworks": [ { "name": "Three Horizons", "slug": "three-horizons", "evidence": "Feasible today (precision farming, plant-based) vs future (cell-based, upcycling) split.", "confidence": 70 } ], "page_number": 47 }, { "frameworks": [ { "name": "Value Chain", "slug": "value-chain", "evidence": "Carbon-market revenue pools laid out across debt -> development -> MRV -> trading -> consulting.", "confidence": 80 } ], "page_number": 53 }, { "frameworks": [ { "name": "Stakeholder Map", "slug": "stakeholder-map", "evidence": "Slide titled 'A sustainable SEA needs both individual and collective action' splitting actor groups.", "confidence": 75 } ], "page_number": 67 }, { "frameworks": [ { "name": "Building Blocks Framework (Decarbonize + Leverage Enablers)", "slug": "building-blocks-net-zero", "evidence": "Same Decarbonize tiles + Voluntary carbon markets + Data and digital bands restated as closing visual.", "confidence": 88 } ], "page_number": 74 } ] }, "matchedAt": "2026-04-27 01:59:41+00", "slidesSeen": 77, "deckSummary": "Strong Consultant's Gambit alignment: clean SCSE arc, MECE three-pillar governing thought reused as visual anchor across the deck, action titles, benchmark-gap and waterfall evidence, named case studies as proof, and a stakeholder-segmented closing that lands on a 'time to A.C.T. is now' tricolon. 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18+ slides flagged 'overcrowded' (17, 20, 26-30, 33, 36, 38, 40, 42, 44, 46, 48, 56, 57, 60, 62, 63), and several action titles are full sentence-paragraphs (39, 43, 47).", "visual_storytelling": "Good tool variety - waterfall (29), heatmap (31), Marimekko (36), comparison tables (26, 56, 58), big-number grids (10, 11) - though many slides over-stack callouts, metrics, quotes, and charts together." }, "slidesAnalyzed": 77 }, "review": { "backend": null, "verdict": "A solid, well-structured thought-leadership report with a clear thesis and a genuine recommendation act - use its MECE three-sector spine and branded close (p.74) as teaching examples, but flag the repetitive executive summary and topic-label framework titles as things to avoid.", "reviewedAt": "2026-04-24 14:34:22+00", "slidesSeen": 77, "suggestions": [ "Collapse pp.10-14 into a single one-page Executive Summary that states the $1T prize, the three sectors that unlock 90% of emissions, and the three enablers - remove the duplicate 'Summary by the numbers' slides", "Rewrite framework slide titles (pp.37, 51, 67) as declarative claims, e.g. 'Three sector transitions plus carbon markets and green data unlock the $1T prize'", "Rename section dividers to parallel action phrases: 'Diagnose the gap' / 'Catalyze three transitions' / 'Unlock $2T of capital' / 'Act now' - instead of the current metaphor-mix", "Lift the case-study insight into the title (e.g. p.40 -> 'IoT-enabled building retrofits cut energy use 44% - Surbana Jurong's playbook') so the reader learns the lesson from the title alone", "Move the contact card (p.77) into back matter and end on p.74's 'Leapfrog to leadership' so the final impression is the thesis, not an email address" ], "closingScore": 78, "openingScore": 74, "topStrengths": [ "Thesis number ($1T opportunity, $2T investment) is seeded on p.5 and echoed at the close (p.74), giving the deck a clear through-line", "Strong action titles in the diagnostic act - pp.26, 29, 30 state findings, not topics", "MECE three-sector spine (Energy / Nature / Agri-food) at pp.38-48, each with a consistent pattern (industry_trends -> strategic_options -> case_study)", "Explicit recommendation act (pp.70-74) with a branded mnemonic ('A.C.T.') rather than fading into appendices" ], "topWeaknesses": [ "Executive summary sprawls across pp.10-14 with three slides titled 'Executive summary' or 'Summary by the numbers' - repetition instead of escalation", "Section divider titles mix metaphors ('Defining the Road', 'Catalyzing the Journey', 'Unlocking Capital', 'Leading by Doing') rather than parallel action phrases", "Framework slides (pp.37, 51, 67) carry no action title - 'Building blocks on SEA's Net Zero journey' is a label, not an insight", "Case study titles often describe the company rather than the lesson (p.40 'Surbana Jurong leverages IoT...', p.44 'Jejak.in protects Indonesia's forests...')", "Ends on a contact-card slide (p.77) after the real close on p.74, dissipating the 'A.C.T. now' punch" ], "narrativeScore": 72, "pillarCritique": "Section dividers are MECE-ish and sequential (Introduction -> 01 Defining the Road -> 02 Catalyzing the Journey -> 03 Unlocking Capital -> Leading by Doing), mapping roughly to diagnose->lever->finance->act. 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The richness and clarity of thought in this report would not have been possible without the thought leadership from these individuals. To all who answered our call, wrote a thoughtful email, or filled out our survey – we owe you our deepest thanks.", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 18:36:50.422+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0c29a08e-d486-43fb-ad90-866e0b42e4c2", "parentComponentId": null }, { "bbox": { "h": 0.06, "w": 0.33, "x": 0.173, "y": 0.295 }, "kind": "paragraph", "text": "The \"Southeast Asia's (SEA) Green Economy 2021 Report: Opportunities on the Road to Net Zero\" is jointly produced by a collaboration between Bain & Company, Microsoft, and Temasek. Contributing authors are as follows:", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 18:36:50.422+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a5cb0271-a492-4378-9e0d-484f35553b7d", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.33, "x": 0.548, "y": 0.295 }, "kind": "paragraph", "text": "We would like to thank the team who has worked tirelessly to develop this report:", "attrs": null, "canon": { "kind": { "name": 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null, "extraction": { "at": "2026-05-02 18:36:49.06+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9accc26d-d413-4494-991b-057e1bc312b8", "parentComponentId": null }, { "bbox": { "h": 0.06, "w": 0.3, "x": 0.66, "y": 0.34 }, "kind": "quote", "text": "Founder and family-led businesses hold the key to a dramatic change (for sustainability in ASEAN)", "attrs": null, "canon": { "kind": { "name": "Quote", "slug": "quote", "status": "active", "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a", "version": 1, "description": "Pull quote or testimonial." }, "tool": null, "subkind": { "name": "Testimonial", "slug": "testimonial", "status": "active", "canonId": "019de52c-fc21-71b6-9ac3-8266a64945e8", "version": 1, "description": null }, "framework": null }, "subkind": "testimonial", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 18:36:49.06+00", "model": 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