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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.",
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        "whyItWorks": "Solves the two failure modes of slide writing simultaneously: the topic title (which outsources interpretation to the audience and produces three different conclusions in three different heads) and the multi-thesis stapler (which exceeds working memory and gets remembered as fragments). Aligns with how readers actually consume decks — Heath & Heath's Find the Core, the journalist's nut graf, and Minto's governing thought all converge on the same cognitive economics.",
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      {
        "tool": {
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        "evidence": "Customer Perceptions: Unprecedented gains across all our network perception categories",
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          "name": "Visual Anchors",
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          "canonId": "019dd956-c264-7357-a791-89fa5f02a400",
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        "evidence": "image/icon-grid: List of T-Mobile initiatives",
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          "description": "BCG matrix, importance/urgency, any axes-and-quadrants frame.",
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        "matchId": "ab165ff4-fd2e-434a-ad87-09cc7d048688",
        "evidence": "Grid of 8 images representing IoT, Smart Cities, AR/VR, Gaming, Watches, Premium Plans, Broadband, and Connected Drive",
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          "name": "Problem-Agitate-Solve (PAS)",
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          "canonId": "019dd956-869f-7564-8d42-de54ed29ab90",
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          "description": "Identify problem, agitate the pain, present the solution",
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          "categoryName": "Block",
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        "agent": "Storyteller",
        "layer": "slide",
        "agents": [
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        "evidence": "list/bullet: Improve the Experience: Best Network Experience, Un-carrier Value Proposition, Team of Experts Level of Care, Best Loyalty Program, Transparent Billing, Seamless Transition list/bullet: Address Pain Points: Device Step-Ups, Exploding Promotions, Excessive Fees, 'New Customer Only' Offers, Spotty Network, Poor Customer Service",
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        "extraction": {
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      {
        "tool": {
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          "canonId": "019dd956-7f2a-775d-aeee-ff099bcb7756",
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          "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?",
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          "categoryName": "Block",
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        },
        "agent": "Storyteller",
        "layer": "slide",
        "agents": [
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        ],
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        "evidence": "title/headline: CONSUMER SEGMENT REMAINS THE LARGEST",
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        "confidence": 0.5,
        "extraction": {
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        "tool": {
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          "bestFor": "Any narrative-driven persuasive deck whose job is to move the audience: keynotes, fundraising pitches, capital-allocation board asks, all-hands behaviour-change talks, conference talks meant to shift mental models. Use it before structuring; pair with Pyramid when the deck must also withstand line-by-line scrutiny.",
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          "version": 1,
          "bodyDocId": "c30d7484-69e0-4e21-82cf-20fa0966869e",
          "description": "Nancy Duarte's articulation of how to frame a presentation's central message: the speaker's unique point of view plus what's at stake for the audience, expressed as one complete declarative sentence. The narrative-driven counterpart to Minto's analytical governing thought.",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Storyteller",
        "layer": "slide",
        "agents": [
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        ],
        "matchId": "9e4b6d8a-62fa-4bf2-8123-eddf3aecb242",
        "evidence": "metric/big-number: 310M Consumer Postpaid & Prepaid Customers in America",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": "Any narrative-driven persuasive deck whose job is to move the audience: keynotes, fundraising pitches, capital-allocation board asks, all-hands behaviour-change talks, conference talks meant to shift mental models. Use it before structuring; pair with Pyramid when the deck must also withstand line-by-line scrutiny.",
        "confidence": 0.5,
        "extraction": {
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          "seconds": null,
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        },
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        "whyItWorks": "Solves the topic-not-thesis trap and the stake-less recommendation trap simultaneously. A single declarative sentence with a verb forces the speaker's stance into the room; routing the consequence through the word 'you' translates internal urgency into the audience's currency. The result is short enough to be repeated after the meeting — and that repetition is the persuasion mechanism.",
        "antipattern": "A topic dressed as a thesis ('Sustainability Roadmap 2026'), a stake attached to the speaker rather than the audience, two ideas spliced with 'and', abstract verbs (leverage / unlock / empower) that survive deletion, or writing the Big Idea after the deck is already built so the slides don't actually defend it.",
        "cardinality": null,
        "narrativePurpose": "Forces the deck to commit to a single declarative thesis before slide one — a sentence that names the speaker's stance and routes a consequence through the audience's currency. Acts as the filter every slide, anecdote, and chart must ladder up to."
      },
      {
        "tool": {
          "name": "2x2 matrix",
          "slug": "matrix-2x2",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd9e1-50ab-72d1-8afb-3ab0a38e32a8",
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          "description": "BCG matrix, importance/urgency, any axes-and-quadrants frame.",
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        "matchId": "53ee4964-b486-4ffb-821c-bc1058421efb",
        "evidence": "framework/instance: World's Best 5G Network, High-Quality Distribution, Strong Value Proposition, Best Consumer Experiences",
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        "confidence": 0.7,
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        "cardinality": "common",
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      {
        "tool": {
          "name": "Market Segmentation Pyramid",
          "slug": "market-segmentation-pyramid",
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          "bestFor": null,
          "canonId": "1c9f3543-c96f-4a5b-b4a4-9b2a412c0aaf",
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        "matchId": "6cd966ec-b40d-4337-86ea-22db14218073",
        "evidence": "title/subtitle: LARGEST GEOGRAPHIC SEGMENT OF THE CONSUMER MARKET",
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        "confidence": 0.5,
        "extraction": {
          "at": "2026-07-17 01:08:25.32747+00",
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      {
        "tool": {
          "name": "List presentation",
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          "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1",
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          "description": "Bulleted, numbered, or checklist enumerations.",
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        "matchId": "7e575b63-e0f9-4baa-84fc-d3621317a126",
        "evidence": "list/bullet: Retail Evolution: Rationalized hundreds of stores in 2020 – 7.5K T-Mobile branded stores today list/bullet: Postpaid Expansion: Launch T-Mobile in nearly ~1K Best Buy stores and ~2.2K+ Walmart stores list/bullet: Prepaid Expansion: Open ~500 Metro by T-Mobile branded & multi-carrier stores",
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        "pageNumber": 45,
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        "cardinality": "common",
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      {
        "tool": {
          "name": "Audience Persona",
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          "canonId": "019dd956-7fe3-74e9-88b8-be0bea34f219",
          "version": 1,
          "bodyDocId": null,
          "description": "Detailed fictional profile of typical audience member including goals, frustrations, and context",
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        "agent": "Storyteller",
        "layer": "slide",
        "agents": [
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        ],
        "matchId": "fe0c3845-0a1e-401b-afc8-e30da912e971",
        "evidence": "paragraph/paragraph: Callie Field EVP & Chief Customer Experience Officer",
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      {
        "tool": {
          "name": "Monroe's Motivated Sequence",
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          "canonId": "019dd956-8758-700f-83cf-d260a54ad24f",
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          "description": "Five-step persuasion: Attention, Need, Satisfaction, Visualization, Action",
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          "categoryName": "Block",
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        "evidence": "paragraph/paragraph: Reducing switching friction to deepen customer relationships - however, whenever, and wherever they want. Will deliver on goal of moving at least 60% of Sprint customers onto T-Mobile's network by en list/bullet: Enable Effortless Purchasing; Accelerate Self Service & Migration; Drive Revenue Growth; Supercharge Customer Advocacy",
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          "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1",
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        "matchId": "77dffbf1-5737-4643-8dde-33424a45f069",
        "evidence": "list/bullet: Specialized Sales & Dedicated Care: Expanded sales organized in a specialist model",
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        "confidence": 0.8,
        "extraction": {
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      {
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          "name": "Thesis archetype",
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          "canonId": "019dd9e1-4b0b-7428-9b26-f171d1e753fb",
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          "description": "A canonical investment / activist thesis shape (breakup, fraud, governance).",
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        "matchId": "044f4edc-0490-49be-8fb8-cfa727e7f06c",
        "evidence": "To be the #1 choice for businesses; Grow Enterprise market share from less than 10% to 20%",
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          "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1",
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          "description": "Bulleted, numbered, or checklist enumerations.",
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        "matchId": "92bee734-dfd6-4d4b-bcfb-a9972849bc80",
        "evidence": "list/bullet: Reliable Service, No Exploding Promotions, No Equipment Fees, No Contracts, Easy Self Install",
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          "canonId": "019dd956-7f2a-775d-aeee-ff099bcb7756",
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          "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?",
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          "categoryName": "Block",
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        "agents": [
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        "evidence": "Planning to serve 7-8 Million customers by 2025",
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          "canonId": "019dd9e1-4b0b-7428-9b26-f171d1e753fb",
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          "description": "A canonical investment / activist thesis shape (breakup, fraud, governance).",
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        "matchId": "6409bdc2-e723-470b-9a73-3666842d84f6",
        "evidence": "GREAT OPPORTUNITY WITH ATTRACTIVE ECONOMIC MODEL",
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          "canonId": "019dd9e1-50ab-72d1-8afb-3ab0a38e32a8",
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