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          "slug": "11-golden-circle",
          "status": "active",
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          "structure": "The Why (Belief) -> The How (Process) -> The What (Result)",
          "description": "Invert the typical pitch by starting with why you exist, rather than what you do",
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        },
        "matchId": "019dd95a-08f8-7619-ac2f-8ef7b2885881",
        "evidence": "Why (champions of SMBs/mission) -> How (essential platform) -> What (BILL at a glance KPIs)",
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          "categorySlug": "comparison"
        },
        "matchId": "019dd95a-08f8-7619-ac2f-91fd43a7613b",
        "evidence": "Current state (paper-based pain) vs desired/benchmark ($125T opportunity)",
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          "description": "Walk through each step of the value chain to identify where value is created or destroyed",
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        },
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        "evidence": "AR/AP cycle (Engage->Invoice->Get paid->Reconcile->Pay->Approve->Receive) + integrated product surface",
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        "confidence": 65,
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        "matchId": "019dd95a-08f8-7619-ac2f-9a39b32fad41",
        "evidence": "8000+ accounting firms + FI partners feeding 4-tier SMB pyramid",
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        "objective": "Show distribution channels and customer segments",
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          "structure": "Evidence A -> Evidence B -> Evidence C -> Pattern/Conclusion",
          "description": "Group multiple pieces of evidence that together point to a pattern or conclusion",
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          "categorySlug": "logical-reasoning"
        },
        "matchId": "019dd95a-08f8-7619-ac2f-9c0aada4802e",
        "evidence": "Three pillars (Platform/Ecosystem/Scale) + network-effects flywheel + 5 ascending growth drivers",
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          "name": "02_pattern_hunter",
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          "categorySlug": "logical-reasoning"
        },
        "matchId": "019dd95a-08f8-7619-ac2f-a0180ad5b5db",
        "evidence": "Scale, growth, margin, retention, business mix, revenue trends, 67% CAGR all stacked",
        "position": 6,
        "objective": "Stack financial KPIs into proof of strong, durable execution",
        "confidence": 75,
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    ],
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          "name": "Mentor Model",
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        "agent": "Storyteller",
        "layer": "block",
        "agents": [
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        "evidence": "Three pain points: Disparate systems / Lack of visibility / Siloed workflows",
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        "evidence": "$125T global B2B payment volume anchors the opportunity perception",
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          "description": "Ideas presented in threes are more memorable and satisfying",
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        "evidence": "Three pillars structuring the answer",
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          "description": "Three major supporting arguments that are MECE and address key concerns",
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          "categoryName": "Block",
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        "evidence": "Three pillars labelled Platform, Ecosystem, Scale",
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          "canonId": "019dd956-8f89-737a-b00e-b0a862419d5b",
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          "description": "Network value grows exponentially with users - network effects",
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        "layer": "block",
        "agents": [
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        ],
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        "evidence": "Network-effects flywheel argues value grows with members",
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        "confidence": 75,
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          "canonId": "019dd956-99c6-705e-94cc-76a504c3da37",
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          "description": "Grouping similar evidence to form a conclusion (Evidence → Pattern → Conclusion)",
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          "categoryName": "Loop",
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        "layer": "loop",
        "agents": [
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        ],
        "matchId": "019dd95a-1c1c-7608-8ecf-d9fa2338645f",
        "evidence": "First slide of pattern-hunter loop: three evidence pillars feed 'why we win'",
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        "confidence": 60,
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          "canonId": "019dd956-a19a-73fd-9f74-c3f50dbb266d",
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          "description": "Arranging ideas in ascending order of importance or intensity",
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        },
        "agent": "Storyteller",
        "layer": "loop",
        "agents": [
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        ],
        "matchId": "019dd95a-1c1c-7608-8ecf-fb34c1c0d2a1",
        "evidence": "Five drivers arranged in ascending intensity along an exponential curve",
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        "confidence": 75,
        "extraction": {
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      {
        "tool": {
          "name": "Inductive Reasoning",
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          "bestFor": null,
          "canonId": "019dd956-99c6-705e-94cc-76a504c3da37",
          "version": 1,
          "bodyDocId": null,
          "description": "Grouping similar evidence to form a conclusion (Evidence → Pattern → Conclusion)",
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          "categoryName": "Loop",
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        "agent": "Architect",
        "layer": "loop",
        "agents": [
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        ],
        "matchId": "019dd95a-1c1c-7608-8ed0-0ea626fdea6f",
        "evidence": "Opens financial pattern-hunter loop with stacked KPI evidence",
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        "confidence": 65,
        "extraction": {
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        "tool": {
          "name": "Slide recipe: Cover",
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          "canonId": "019df269-2a08-767d-9128-e7431e6fe8a3",
          "version": 1,
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          "description": "The first ten seconds. Build it deliberately.",
          "familyLabel": "slide-recipe",
          "categoryName": "Slide",
          "categorySlug": "slide"
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        "agent": "designer",
        "layer": "slide",
        "agents": [
          "designer"
        ],
        "matchId": "2684a7b9-be15-4526-8705-ae33cbf5c031",
        "evidence": "title/headline: Investor Deck",
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        "extraction": {
          "at": "2026-07-16 22:06:35.335821+00",
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        "tool": {
          "name": "Core Message Extraction",
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          "bestFor": "Any slide that carries an argument or finding. The diagnostic: if the slide has a chart on it, it needs a core message. Run extraction whenever the current title is a topic (Q3 performance, Customer satisfaction) rather than a claim, or when a reader could reasonably draw more than one conclusion from the visible evidence.",
          "canonId": "019dd956-bc71-707d-8867-1b2e810175cf",
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          "description": "The discipline of distilling raw analysis, data, or content into a single declarative sentence — the slide's core message — that the audience would walk away with if they remembered nothing else. Process, not artefact: extraction questions run on the raw content until one sentence falls out.",
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          "categoryName": "Slide",
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        "layer": "slide",
        "agents": [
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        "matchId": "019dd95a-1c1c-7608-8ecf-318e28fcb873",
        "evidence": "Mission distilled: 'Make it simple to connect and do business'",
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        "whenToUse": "Any slide that carries an argument or finding. The diagnostic: if the slide has a chart on it, it needs a core message. Run extraction whenever the current title is a topic (Q3 performance, Customer satisfaction) rather than a claim, or when a reader could reasonably draw more than one conclusion from the visible evidence.",
        "confidence": 75,
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        "tool": {
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          "canonId": "019dd956-bde9-7668-8be7-0097678fec59",
          "version": 1,
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          "description": "Connecting to audience feelings rather than just logic",
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          "categoryName": "Slide",
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        "agent": "Storyteller",
        "layer": "slide",
        "agents": [
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      "deck_summary": "Bill's Q1'25 investor deck loosely follows a Consultant's Gambit / Sequoia hybrid - it opens with mission and KPIs, frames SMB pain and a $125T market, walks through workflow and platform, asserts a network-effects moat, and closes with stacked financial proof. Storymakers alignment is partial: action titles and three-pillar structure are clean, but several beats (Why Now, Team, Ask, Competition) are absent or thin.",
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              "position": 2,
              "start_page": 7
            },
            {
              "name": "Solution",
              "end_page": 10,
              "evidence": "Digital transformation workflow + integrated platform",
              "position": 3,
              "start_page": 8
            },
            {
              "name": "Product",
              "end_page": 12,
              "evidence": "Partner ecosystem and target segment pyramid",
              "position": 4,
              "start_page": 11
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              "evidence": "Why we win pillars + network-effects moat",
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              "start_page": 13
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              "position": 6,
              "start_page": 17
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          "evidence": "Investor format hits Problem(p6), Market(p7), Solution(p8-12), Competition(p13-14), Financials(p17-21); missing Why Now/Team/Ask",
          "confidence": 60
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        },
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    "totalScore": 59,
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      "action_titles": "Action-title density is uneven: several core slides are declarative, but many important slides use topic labels such as slide 5, \"BILL at a glance.\"",
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      "visual_storytelling": "The deck generally chooses appropriate tools, including a KPI dashboard on slide 5, market table on slide 7, workflow diagram on slide 8, logo proof on slide 11, flywheel on slide 14, and financial charts on slides 19-21."
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      "Add a closing slide between 21 and 22 that recaps 3-4 reasons to own the stock and explicitly transitions to the appendix",
      "Rewrite topic titles into insights - e.g., slide 13 'Platform, ecosystem, and scale create a defensible moat'; slide 17 'Profile combines scale, growth, and improving margin'; slide 18 'Diversified across subscription, transaction, and float revenue'",
      "Add 2-3 more section dividers to make the MECE pillars explicit (Market Opportunity / Platform & Moat / Growth Drivers / Financial Performance)",
      "Fix slide 10's fragmented action title with a declarative completion such as 'We empower SMBs with time, focus, and control'"
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      "Slide 10 action title 'We empower SMBs with' is an incomplete sentence - the insight is missing",
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