{
  "kind": "all",
  "value": "all",
  "collectionKey": "slides:all:all:all-document-kinds:all-producers:all-orientations",
  "filters": {
    "documentKinds": [],
    "sourceTypes": [],
    "orientations": []
  },
  "total": 319975,
  "page": 1849,
  "pageSize": 30,
  "pageCount": 10666,
  "rows": [
    {
      "docId": "019dd923-5e88-73ef-bd5d-528cd2bc4163",
      "docSlug": "fa70a7be3633fb0a",
      "documentTitle": "2025 Executive Perspectives Move Fast Scale Smart AI First Companies Win the Future",
      "authorId": "BCG",
      "authorName": "BCG",
      "documentKindSlug": "consulting-deck",
      "documentKindLabel": "Consulting deck",
      "sourceTypeSlug": "strategy_consulting",
      "sourceTypeLabel": "Strategy consulting",
      "presentationDate": null,
      "orientation": "landscape",
      "aspectRatio": 1.778,
      "pageNumber": 6,
      "slideType": "key_takeaways",
      "function": "quantify_impact",
      "notes": "The slide uses a three-part structure: cost reduction examples, a revenue growth chart, and specific company case studies.",
      "imagePath": null,
      "matchCount": 1,
      "evidence": null,
      "slideHref": "/slides/019dd923-5e88-73ef-bd5d-528cd2bc4163/6",
      "deckHref": "/decks/019dd923-5e88-73ef-bd5d-528cd2bc4163",
      "deckAnchorHref": "/decks/019dd923-5e88-73ef-bd5d-528cd2bc4163#slide-6",
      "loopMatches": [
        {
          "to": 8,
          "from": 6,
          "name": "Tale Two Worlds",
          "slug": "04-tale-two-worlds",
          "bestFor": "Competitive analysis, benchmarking, case for change",
          "matchId": "019dd95a-088b-72c8-b7e0-72a02f4f1ac5",
          "evidence": "Cost-down/revenue-up comparison, AI-native ARR vs headcount, traditional 2-4% vs digital-native 12-16% tech spend.",
          "position": 2,
          "objective": "Contrast traditional vs AI-first economics and tech spend",
          "structure": "Current State -> Desired State / Benchmark -> The Gap & Implication",
          "confidence": 85,
          "description": "Show the gap between two states to drive urgency or highlight opportunity"
        }
      ],
      "arcBeatMatches": [
        {
          "to": 9,
          "from": 4,
          "beatId": "019dd95a-0701-77fe-ae97-86760b37f5ba",
          "arcName": "The Consultant's Gambit",
          "arcSlug": "consultants-gambit",
          "beatName": "Problem & Complication",
          "beatSlug": "consultants-gambit-problem-complication",
          "evidence": "Trends reshaping ops, AI cost curves, AI-native scaling, 5 challenges",
          "position": 2,
          "confidence": 88,
          "parentBeatName": "Complication",
          "parentBeatSlug": "complication"
        },
        {
          "to": 9,
          "from": 4,
          "beatId": "019dd95a-0701-77fe-ae97-9779108ac221",
          "arcName": "The Transformation Tale",
          "arcSlug": "transformation-tale",
          "beatName": "Current Reality (Pain)",
          "beatSlug": "transformation-tale-current-reality-pain",
          "evidence": "Trends and 5 unresolved challenges of pre-AI firms",
          "position": 1,
          "confidence": 60,
          "parentBeatName": "Complication",
          "parentBeatSlug": "complication"
        }
      ],
      "imagePathAlt": null,
      "thumbSrc": null,
      "thumbSrcAlt": null,
      "locked": true
    },
    {
      "docId": "019dd923-5e88-73ef-bd5d-528cd2bc4163",
      "docSlug": "fa70a7be3633fb0a",
      "documentTitle": "2025 Executive Perspectives Move Fast Scale Smart AI First Companies Win the Future",
      "authorId": "BCG",
      "authorName": "BCG",
      "documentKindSlug": "consulting-deck",
      "documentKindLabel": "Consulting deck",
      "sourceTypeSlug": "strategy_consulting",
      "sourceTypeLabel": "Strategy consulting",
      "presentationDate": null,
      "orientation": "landscape",
      "aspectRatio": 1.778,
      "pageNumber": 7,
      "slideType": "case_study",
      "function": "illustrate_case",
      "notes": "The slide uses a split-layout: left side explains the mechanism (AI-driven efficiency), right side provides empirical evidence (company examples).",
      "imagePath": null,
      "matchCount": 1,
      "evidence": null,
      "slideHref": "/slides/019dd923-5e88-73ef-bd5d-528cd2bc4163/7",
      "deckHref": "/decks/019dd923-5e88-73ef-bd5d-528cd2bc4163",
      "deckAnchorHref": "/decks/019dd923-5e88-73ef-bd5d-528cd2bc4163#slide-7",
      "loopMatches": [
        {
          "to": 8,
          "from": 6,
          "name": "Tale Two Worlds",
          "slug": "04-tale-two-worlds",
          "bestFor": "Competitive analysis, benchmarking, case for change",
          "matchId": "019dd95a-088b-72c8-b7e0-72a02f4f1ac5",
          "evidence": "Cost-down/revenue-up comparison, AI-native ARR vs headcount, traditional 2-4% vs digital-native 12-16% tech spend.",
          "position": 2,
          "objective": "Contrast traditional vs AI-first economics and tech spend",
          "structure": "Current State -> Desired State / Benchmark -> The Gap & Implication",
          "confidence": 85,
          "description": "Show the gap between two states to drive urgency or highlight opportunity"
        }
      ],
      "arcBeatMatches": [
        {
          "to": 9,
          "from": 4,
          "beatId": "019dd95a-0701-77fe-ae97-86760b37f5ba",
          "arcName": "The Consultant's Gambit",
          "arcSlug": "consultants-gambit",
          "beatName": "Problem & Complication",
          "beatSlug": "consultants-gambit-problem-complication",
          "evidence": "Trends reshaping ops, AI cost curves, AI-native scaling, 5 challenges",
          "position": 2,
          "confidence": 88,
          "parentBeatName": "Complication",
          "parentBeatSlug": "complication"
        },
        {
          "to": 9,
          "from": 4,
          "beatId": "019dd95a-0701-77fe-ae97-9779108ac221",
          "arcName": "The Transformation Tale",
          "arcSlug": "transformation-tale",
          "beatName": "Current Reality (Pain)",
          "beatSlug": "transformation-tale-current-reality-pain",
          "evidence": "Trends and 5 unresolved challenges of pre-AI firms",
          "position": 1,
          "confidence": 60,
          "parentBeatName": "Complication",
          "parentBeatSlug": "complication"
        }
      ],
      "imagePathAlt": null,
      "thumbSrc": null,
      "thumbSrcAlt": null,
      "locked": true
    },
    {
      "docId": "019dd923-5e88-73ef-bd5d-528cd2bc4163",
      "docSlug": "fa70a7be3633fb0a",
      "documentTitle": "2025 Executive Perspectives Move Fast Scale Smart AI First Companies Win the Future",
      "authorId": "BCG",
      "authorName": "BCG",
      "documentKindSlug": "consulting-deck",
      "documentKindLabel": "Consulting deck",
      "sourceTypeSlug": "strategy_consulting",
      "sourceTypeLabel": "Strategy consulting",
      "presentationDate": null,
      "orientation": "landscape",
      "aspectRatio": 1.778,
      "pageNumber": 8,
      "slideType": "industry_trends",
      "function": "quantify_impact",
      "notes": "The slide uses a bar chart to illustrate the progression of tech spending intensity across three business models: Traditional, Digital-native, and AI-first.",
      "imagePath": null,
      "matchCount": 1,
      "evidence": null,
      "slideHref": "/slides/019dd923-5e88-73ef-bd5d-528cd2bc4163/8",
      "deckHref": "/decks/019dd923-5e88-73ef-bd5d-528cd2bc4163",
      "deckAnchorHref": "/decks/019dd923-5e88-73ef-bd5d-528cd2bc4163#slide-8",
      "loopMatches": [
        {
          "to": 8,
          "from": 6,
          "name": "Tale Two Worlds",
          "slug": "04-tale-two-worlds",
          "bestFor": "Competitive analysis, benchmarking, case for change",
          "matchId": "019dd95a-088b-72c8-b7e0-72a02f4f1ac5",
          "evidence": "Cost-down/revenue-up comparison, AI-native ARR vs headcount, traditional 2-4% vs digital-native 12-16% tech spend.",
          "position": 2,
          "objective": "Contrast traditional vs AI-first economics and tech spend",
          "structure": "Current State -> Desired State / Benchmark -> The Gap & Implication",
          "confidence": 85,
          "description": "Show the gap between two states to drive urgency or highlight opportunity"
        }
      ],
      "arcBeatMatches": [
        {
          "to": 9,
          "from": 4,
          "beatId": "019dd95a-0701-77fe-ae97-86760b37f5ba",
          "arcName": "The Consultant's Gambit",
          "arcSlug": "consultants-gambit",
          "beatName": "Problem & Complication",
          "beatSlug": "consultants-gambit-problem-complication",
          "evidence": "Trends reshaping ops, AI cost curves, AI-native scaling, 5 challenges",
          "position": 2,
          "confidence": 88,
          "parentBeatName": "Complication",
          "parentBeatSlug": "complication"
        },
        {
          "to": 9,
          "from": 4,
          "beatId": "019dd95a-0701-77fe-ae97-9779108ac221",
          "arcName": "The Transformation Tale",
          "arcSlug": "transformation-tale",
          "beatName": "Current Reality (Pain)",
          "beatSlug": "transformation-tale-current-reality-pain",
          "evidence": "Trends and 5 unresolved challenges of pre-AI firms",
          "position": 1,
          "confidence": 60,
          "parentBeatName": "Complication",
          "parentBeatSlug": "complication"
        }
      ],
      "imagePathAlt": null,
      "thumbSrc": null,
      "thumbSrcAlt": null,
      "locked": true
    },
    {
      "docId": "019dd923-5e88-73ef-bd5d-528cd2bc4163",
      "docSlug": "fa70a7be3633fb0a",
      "documentTitle": "2025 Executive Perspectives Move Fast Scale Smart AI First Companies Win the Future",
      "authorId": "BCG",
      "authorName": "BCG",
      "documentKindSlug": "consulting-deck",
      "documentKindLabel": "Consulting deck",
      "sourceTypeSlug": "strategy_consulting",
      "sourceTypeLabel": "Strategy consulting",
      "presentationDate": null,
      "orientation": "landscape",
      "aspectRatio": 1.778,
      "pageNumber": 9,
      "slideType": "problem_statement",
      "function": "frame_problem",
      "notes": null,
      "imagePath": null,
      "matchCount": 1,
      "evidence": null,
      "slideHref": "/slides/019dd923-5e88-73ef-bd5d-528cd2bc4163/9",
      "deckHref": "/decks/019dd923-5e88-73ef-bd5d-528cd2bc4163",
      "deckAnchorHref": "/decks/019dd923-5e88-73ef-bd5d-528cd2bc4163#slide-9",
      "loopMatches": [
        {
          "to": 10,
          "from": 9,
          "name": "Issue Tree",
          "slug": "43-issue-tree",
          "bestFor": "Problem structuring, project scoping, complex analysis",
          "matchId": "019dd95a-088b-72c8-b7e0-74c092729b0b",
          "evidence": "Page 9 lists 5 numbered challenges as questions; page 10 mirrors them as 5 numbered traits.",
          "position": 3,
          "objective": "Map 5 challenges to 5 traits via parallel rows",
          "structure": "The Key Question -> Sub-Question A -> Sub-Question B -> Sub-Question C -> Synthesized Answer",
          "confidence": 82,
          "description": "Break a key question into sub-questions until you reach answerable, actionable pieces"
        }
      ],
      "arcBeatMatches": [
        {
          "to": 9,
          "from": 4,
          "beatId": "019dd95a-0701-77fe-ae97-86760b37f5ba",
          "arcName": "The Consultant's Gambit",
          "arcSlug": "consultants-gambit",
          "beatName": "Problem & Complication",
          "beatSlug": "consultants-gambit-problem-complication",
          "evidence": "Trends reshaping ops, AI cost curves, AI-native scaling, 5 challenges",
          "position": 2,
          "confidence": 88,
          "parentBeatName": "Complication",
          "parentBeatSlug": "complication"
        },
        {
          "to": 9,
          "from": 4,
          "beatId": "019dd95a-0701-77fe-ae97-9779108ac221",
          "arcName": "The Transformation Tale",
          "arcSlug": "transformation-tale",
          "beatName": "Current Reality (Pain)",
          "beatSlug": "transformation-tale-current-reality-pain",
          "evidence": "Trends and 5 unresolved challenges of pre-AI firms",
          "position": 1,
          "confidence": 60,
          "parentBeatName": "Complication",
          "parentBeatSlug": "complication"
        }
      ],
      "imagePathAlt": null,
      "thumbSrc": null,
      "thumbSrcAlt": null,
      "locked": true
    },
    {
      "docId": "019dd923-5e88-73ef-bd5d-528cd2bc4163",
      "docSlug": "fa70a7be3633fb0a",
      "documentTitle": "2025 Executive Perspectives Move Fast Scale Smart AI First Companies Win the Future",
      "authorId": "BCG",
      "authorName": "BCG",
      "documentKindSlug": "consulting-deck",
      "documentKindLabel": "Consulting deck",
      "sourceTypeSlug": "strategy_consulting",
      "sourceTypeLabel": "Strategy consulting",
      "presentationDate": null,
      "orientation": "landscape",
      "aspectRatio": 1.778,
      "pageNumber": 10,
      "slideType": "initiative_list",
      "function": "present_solution",
      "notes": "The slide outlines a transformation framework for AI adoption.",
      "imagePath": null,
      "matchCount": 1,
      "evidence": null,
      "slideHref": "/slides/019dd923-5e88-73ef-bd5d-528cd2bc4163/10",
      "deckHref": "/decks/019dd923-5e88-73ef-bd5d-528cd2bc4163",
      "deckAnchorHref": "/decks/019dd923-5e88-73ef-bd5d-528cd2bc4163#slide-10",
      "loopMatches": [
        {
          "to": 10,
          "from": 9,
          "name": "Issue Tree",
          "slug": "43-issue-tree",
          "bestFor": "Problem structuring, project scoping, complex analysis",
          "matchId": "019dd95a-088b-72c8-b7e0-74c092729b0b",
          "evidence": "Page 9 lists 5 numbered challenges as questions; page 10 mirrors them as 5 numbered traits.",
          "position": 3,
          "objective": "Map 5 challenges to 5 traits via parallel rows",
          "structure": "The Key Question -> Sub-Question A -> Sub-Question B -> Sub-Question C -> Synthesized Answer",
          "confidence": 82,
          "description": "Break a key question into sub-questions until you reach answerable, actionable pieces"
        }
      ],
      "arcBeatMatches": [
        {
          "to": 14,
          "from": 10,
          "beatId": "019dd95a-0701-77fe-ae97-8a64547e28a8",
          "arcName": "The Consultant's Gambit",
          "arcSlug": "consultants-gambit",
          "beatName": "Solution & Approach",
          "beatSlug": "consultants-gambit-solution-approach",
          "evidence": "5 AI-first traits and deep dives 1-4 (advantage, P&L, IT, op model)",
          "position": 3,
          "confidence": 88,
          "parentBeatName": "Turn",
          "parentBeatSlug": "turn"
        },
        {
          "to": 10,
          "from": 10,
          "beatId": "019dd95a-0701-77fe-ae97-9f23f6e3bdc6",
          "arcName": "The Transformation Tale",
          "arcSlug": "transformation-tale",
          "beatName": "The Bridge",
          "beatSlug": "transformation-tale-the-bridge",
          "evidence": "5 AI-first traits explicitly framed as how to overcome challenges",
          "position": 3,
          "confidence": 60,
          "parentBeatName": "Resolution",
          "parentBeatSlug": "resolution"
        }
      ],
      "imagePathAlt": null,
      "thumbSrc": null,
      "thumbSrcAlt": null,
      "locked": true
    },
    {
      "docId": "019dd923-5e88-73ef-bd5d-528cd2bc4163",
      "docSlug": "fa70a7be3633fb0a",
      "documentTitle": "2025 Executive Perspectives Move Fast Scale Smart AI First Companies Win the Future",
      "authorId": "BCG",
      "authorName": "BCG",
      "documentKindSlug": "consulting-deck",
      "documentKindLabel": "Consulting deck",
      "sourceTypeSlug": "strategy_consulting",
      "sourceTypeLabel": "Strategy consulting",
      "presentationDate": null,
      "orientation": "landscape",
      "aspectRatio": 1.778,
      "pageNumber": 11,
      "slideType": "comparison_table",
      "function": "compare_options",
      "notes": null,
      "imagePath": null,
      "matchCount": 1,
      "evidence": null,
      "slideHref": "/slides/019dd923-5e88-73ef-bd5d-528cd2bc4163/11",
      "deckHref": "/decks/019dd923-5e88-73ef-bd5d-528cd2bc4163",
      "deckAnchorHref": "/decks/019dd923-5e88-73ef-bd5d-528cd2bc4163#slide-11",
      "loopMatches": [
        {
          "to": 15,
          "from": 11,
          "name": "Mece Breakdown",
          "slug": "40-mece-breakdown",
          "bestFor": "Problem structuring, ensuring completeness, strategic analysis",
          "matchId": "019dd95a-088b-72c8-b7e0-7810536b6ea9",
          "evidence": "Slides numbered 1|...5| matching traits: advantage, P&L, IT, op model, workforce.",
          "position": 4,
          "objective": "MECE walk through each of the 5 AI-first traits",
          "structure": "The Whole -> Category A (distinct) -> Category B (distinct) -> Category C (distinct) -> Complete Coverage",
          "confidence": 86,
          "description": "Divide a complex topic into mutually exclusive, collectively exhaustive categories"
        }
      ],
      "arcBeatMatches": [
        {
          "to": 14,
          "from": 10,
          "beatId": "019dd95a-0701-77fe-ae97-8a64547e28a8",
          "arcName": "The Consultant's Gambit",
          "arcSlug": "consultants-gambit",
          "beatName": "Solution & Approach",
          "beatSlug": "consultants-gambit-solution-approach",
          "evidence": "5 AI-first traits and deep dives 1-4 (advantage, P&L, IT, op model)",
          "position": 3,
          "confidence": 88,
          "parentBeatName": "Turn",
          "parentBeatSlug": "turn"
        },
        {
          "to": 15,
          "from": 11,
          "beatId": "019dd95a-0701-77fe-ae97-99b0ac156a92",
          "arcName": "The Transformation Tale",
          "arcSlug": "transformation-tale",
          "beatName": "Future Vision (Gain)",
          "beatSlug": "transformation-tale-future-vision-gain",
          "evidence": "AI-first sources of advantage, P&L, IT, op model, workforce",
          "position": 2,
          "confidence": 60,
          "parentBeatName": "Turn",
          "parentBeatSlug": "turn"
        }
      ],
      "imagePathAlt": null,
      "thumbSrc": null,
      "thumbSrcAlt": null,
      "locked": true
    },
    {
      "docId": "019dd923-5e88-73ef-bd5d-528cd2bc4163",
      "docSlug": "fa70a7be3633fb0a",
      "documentTitle": "2025 Executive Perspectives Move Fast Scale Smart AI First Companies Win the Future",
      "authorId": "BCG",
      "authorName": "BCG",
      "documentKindSlug": "consulting-deck",
      "documentKindLabel": "Consulting deck",
      "sourceTypeSlug": "strategy_consulting",
      "sourceTypeLabel": "Strategy consulting",
      "presentationDate": null,
      "orientation": "landscape",
      "aspectRatio": 1.778,
      "pageNumber": 12,
      "slideType": "cost_structure",
      "function": "quantify_impact",
      "notes": "Uses stacked bar charts to illustrate cost reallocation.",
      "imagePath": null,
      "matchCount": 1,
      "evidence": null,
      "slideHref": "/slides/019dd923-5e88-73ef-bd5d-528cd2bc4163/12",
      "deckHref": "/decks/019dd923-5e88-73ef-bd5d-528cd2bc4163",
      "deckAnchorHref": "/decks/019dd923-5e88-73ef-bd5d-528cd2bc4163#slide-12",
      "loopMatches": [
        {
          "to": 15,
          "from": 11,
          "name": "Mece Breakdown",
          "slug": "40-mece-breakdown",
          "bestFor": "Problem structuring, ensuring completeness, strategic analysis",
          "matchId": "019dd95a-088b-72c8-b7e0-7810536b6ea9",
          "evidence": "Slides numbered 1|...5| matching traits: advantage, P&L, IT, op model, workforce.",
          "position": 4,
          "objective": "MECE walk through each of the 5 AI-first traits",
          "structure": "The Whole -> Category A (distinct) -> Category B (distinct) -> Category C (distinct) -> Complete Coverage",
          "confidence": 86,
          "description": "Divide a complex topic into mutually exclusive, collectively exhaustive categories"
        }
      ],
      "arcBeatMatches": [
        {
          "to": 14,
          "from": 10,
          "beatId": "019dd95a-0701-77fe-ae97-8a64547e28a8",
          "arcName": "The Consultant's Gambit",
          "arcSlug": "consultants-gambit",
          "beatName": "Solution & Approach",
          "beatSlug": "consultants-gambit-solution-approach",
          "evidence": "5 AI-first traits and deep dives 1-4 (advantage, P&L, IT, op model)",
          "position": 3,
          "confidence": 88,
          "parentBeatName": "Turn",
          "parentBeatSlug": "turn"
        },
        {
          "to": 15,
          "from": 11,
          "beatId": "019dd95a-0701-77fe-ae97-99b0ac156a92",
          "arcName": "The Transformation Tale",
          "arcSlug": "transformation-tale",
          "beatName": "Future Vision (Gain)",
          "beatSlug": "transformation-tale-future-vision-gain",
          "evidence": "AI-first sources of advantage, P&L, IT, op model, workforce",
          "position": 2,
          "confidence": 60,
          "parentBeatName": "Turn",
          "parentBeatSlug": "turn"
        }
      ],
      "imagePathAlt": null,
      "thumbSrc": null,
      "thumbSrcAlt": null,
      "locked": true
    },
    {
      "docId": "019dd923-5e88-73ef-bd5d-528cd2bc4163",
      "docSlug": "fa70a7be3633fb0a",
      "documentTitle": "2025 Executive Perspectives Move Fast Scale Smart AI First Companies Win the Future",
      "authorId": "BCG",
      "authorName": "BCG",
      "documentKindSlug": "consulting-deck",
      "documentKindLabel": "Consulting deck",
      "sourceTypeSlug": "strategy_consulting",
      "sourceTypeLabel": "Strategy consulting",
      "presentationDate": null,
      "orientation": "landscape",
      "aspectRatio": 1.778,
      "pageNumber": 13,
      "slideType": "industry_trends",
      "function": "present_framework",
      "notes": "The slide uses a layered architecture diagram to distinguish between IT-owned and Business-owned components.",
      "imagePath": null,
      "matchCount": 1,
      "evidence": null,
      "slideHref": "/slides/019dd923-5e88-73ef-bd5d-528cd2bc4163/13",
      "deckHref": "/decks/019dd923-5e88-73ef-bd5d-528cd2bc4163",
      "deckAnchorHref": "/decks/019dd923-5e88-73ef-bd5d-528cd2bc4163#slide-13",
      "loopMatches": [
        {
          "to": 15,
          "from": 11,
          "name": "Mece Breakdown",
          "slug": "40-mece-breakdown",
          "bestFor": "Problem structuring, ensuring completeness, strategic analysis",
          "matchId": "019dd95a-088b-72c8-b7e0-7810536b6ea9",
          "evidence": "Slides numbered 1|...5| matching traits: advantage, P&L, IT, op model, workforce.",
          "position": 4,
          "objective": "MECE walk through each of the 5 AI-first traits",
          "structure": "The Whole -> Category A (distinct) -> Category B (distinct) -> Category C (distinct) -> Complete Coverage",
          "confidence": 86,
          "description": "Divide a complex topic into mutually exclusive, collectively exhaustive categories"
        }
      ],
      "arcBeatMatches": [
        {
          "to": 14,
          "from": 10,
          "beatId": "019dd95a-0701-77fe-ae97-8a64547e28a8",
          "arcName": "The Consultant's Gambit",
          "arcSlug": "consultants-gambit",
          "beatName": "Solution & Approach",
          "beatSlug": "consultants-gambit-solution-approach",
          "evidence": "5 AI-first traits and deep dives 1-4 (advantage, P&L, IT, op model)",
          "position": 3,
          "confidence": 88,
          "parentBeatName": "Turn",
          "parentBeatSlug": "turn"
        },
        {
          "to": 15,
          "from": 11,
          "beatId": "019dd95a-0701-77fe-ae97-99b0ac156a92",
          "arcName": "The Transformation Tale",
          "arcSlug": "transformation-tale",
          "beatName": "Future Vision (Gain)",
          "beatSlug": "transformation-tale-future-vision-gain",
          "evidence": "AI-first sources of advantage, P&L, IT, op model, workforce",
          "position": 2,
          "confidence": 60,
          "parentBeatName": "Turn",
          "parentBeatSlug": "turn"
        }
      ],
      "imagePathAlt": null,
      "thumbSrc": null,
      "thumbSrcAlt": null,
      "locked": true
    },
    {
      "docId": "019dd923-5e88-73ef-bd5d-528cd2bc4163",
      "docSlug": "fa70a7be3633fb0a",
      "documentTitle": "2025 Executive Perspectives Move Fast Scale Smart AI First Companies Win the Future",
      "authorId": "BCG",
      "authorName": "BCG",
      "documentKindSlug": "consulting-deck",
      "documentKindLabel": "Consulting deck",
      "sourceTypeSlug": "strategy_consulting",
      "sourceTypeLabel": "Strategy consulting",
      "presentationDate": null,
      "orientation": "landscape",
      "aspectRatio": 1.778,
      "pageNumber": 14,
      "slideType": "comparison_table",
      "function": "compare_options",
      "notes": "Uses a contrast-pairs framework to highlight the shift from human-centric to AI-agent-centric processes.",
      "imagePath": null,
      "matchCount": 1,
      "evidence": null,
      "slideHref": "/slides/019dd923-5e88-73ef-bd5d-528cd2bc4163/14",
      "deckHref": "/decks/019dd923-5e88-73ef-bd5d-528cd2bc4163",
      "deckAnchorHref": "/decks/019dd923-5e88-73ef-bd5d-528cd2bc4163#slide-14",
      "loopMatches": [
        {
          "to": 15,
          "from": 11,
          "name": "Mece Breakdown",
          "slug": "40-mece-breakdown",
          "bestFor": "Problem structuring, ensuring completeness, strategic analysis",
          "matchId": "019dd95a-088b-72c8-b7e0-7810536b6ea9",
          "evidence": "Slides numbered 1|...5| matching traits: advantage, P&L, IT, op model, workforce.",
          "position": 4,
          "objective": "MECE walk through each of the 5 AI-first traits",
          "structure": "The Whole -> Category A (distinct) -> Category B (distinct) -> Category C (distinct) -> Complete Coverage",
          "confidence": 86,
          "description": "Divide a complex topic into mutually exclusive, collectively exhaustive categories"
        }
      ],
      "arcBeatMatches": [
        {
          "to": 14,
          "from": 10,
          "beatId": "019dd95a-0701-77fe-ae97-8a64547e28a8",
          "arcName": "The Consultant's Gambit",
          "arcSlug": "consultants-gambit",
          "beatName": "Solution & Approach",
          "beatSlug": "consultants-gambit-solution-approach",
          "evidence": "5 AI-first traits and deep dives 1-4 (advantage, P&L, IT, op model)",
          "position": 3,
          "confidence": 88,
          "parentBeatName": "Turn",
          "parentBeatSlug": "turn"
        },
        {
          "to": 15,
          "from": 11,
          "beatId": "019dd95a-0701-77fe-ae97-99b0ac156a92",
          "arcName": "The Transformation Tale",
          "arcSlug": "transformation-tale",
          "beatName": "Future Vision (Gain)",
          "beatSlug": "transformation-tale-future-vision-gain",
          "evidence": "AI-first sources of advantage, P&L, IT, op model, workforce",
          "position": 2,
          "confidence": 60,
          "parentBeatName": "Turn",
          "parentBeatSlug": "turn"
        }
      ],
      "imagePathAlt": null,
      "thumbSrc": null,
      "thumbSrcAlt": null,
      "locked": true
    },
    {
      "docId": "019dd923-5e88-73ef-bd5d-528cd2bc4163",
      "docSlug": "fa70a7be3633fb0a",
      "documentTitle": "2025 Executive Perspectives Move Fast Scale Smart AI First Companies Win the Future",
      "authorId": "BCG",
      "authorName": "BCG",
      "documentKindSlug": "consulting-deck",
      "documentKindLabel": "Consulting deck",
      "sourceTypeSlug": "strategy_consulting",
      "sourceTypeLabel": "Strategy consulting",
      "presentationDate": null,
      "orientation": "landscape",
      "aspectRatio": 1.778,
      "pageNumber": 15,
      "slideType": "industry_trends",
      "function": "analyze_data",
      "notes": "The slide uses two bar charts to illustrate divergent impacts of AI on different task types.",
      "imagePath": null,
      "matchCount": 1,
      "evidence": null,
      "slideHref": "/slides/019dd923-5e88-73ef-bd5d-528cd2bc4163/15",
      "deckHref": "/decks/019dd923-5e88-73ef-bd5d-528cd2bc4163",
      "deckAnchorHref": "/decks/019dd923-5e88-73ef-bd5d-528cd2bc4163#slide-15",
      "loopMatches": [
        {
          "to": 15,
          "from": 11,
          "name": "Mece Breakdown",
          "slug": "40-mece-breakdown",
          "bestFor": "Problem structuring, ensuring completeness, strategic analysis",
          "matchId": "019dd95a-088b-72c8-b7e0-7810536b6ea9",
          "evidence": "Slides numbered 1|...5| matching traits: advantage, P&L, IT, op model, workforce.",
          "position": 4,
          "objective": "MECE walk through each of the 5 AI-first traits",
          "structure": "The Whole -> Category A (distinct) -> Category B (distinct) -> Category C (distinct) -> Complete Coverage",
          "confidence": 86,
          "description": "Divide a complex topic into mutually exclusive, collectively exhaustive categories"
        }
      ],
      "arcBeatMatches": [
        {
          "to": 15,
          "from": 15,
          "beatId": "019dd95a-0701-77fe-ae97-8dc50ebe8d5e",
          "arcName": "The Consultant's Gambit",
          "arcSlug": "consultants-gambit",
          "beatName": "Evidence & Proof",
          "beatSlug": "consultants-gambit-evidence-proof",
          "evidence": "Workforce productivity boxplots and skill-shift evidence (trait 5)",
          "position": 4,
          "confidence": 88,
          "parentBeatName": "Evidence",
          "parentBeatSlug": "evidence"
        },
        {
          "to": 15,
          "from": 11,
          "beatId": "019dd95a-0701-77fe-ae97-99b0ac156a92",
          "arcName": "The Transformation Tale",
          "arcSlug": "transformation-tale",
          "beatName": "Future Vision (Gain)",
          "beatSlug": "transformation-tale-future-vision-gain",
          "evidence": "AI-first sources of advantage, P&L, IT, op model, workforce",
          "position": 2,
          "confidence": 60,
          "parentBeatName": "Turn",
          "parentBeatSlug": "turn"
        }
      ],
      "imagePathAlt": null,
      "thumbSrc": null,
      "thumbSrcAlt": null,
      "locked": true
    },
    {
      "docId": "019dd923-5e88-73ef-bd5d-528cd2bc4163",
      "docSlug": "fa70a7be3633fb0a",
      "documentTitle": "2025 Executive Perspectives Move Fast Scale Smart AI First Companies Win the Future",
      "authorId": "BCG",
      "authorName": "BCG",
      "documentKindSlug": "consulting-deck",
      "documentKindLabel": "Consulting deck",
      "sourceTypeSlug": "strategy_consulting",
      "sourceTypeLabel": "Strategy consulting",
      "presentationDate": null,
      "orientation": "landscape",
      "aspectRatio": 1.778,
      "pageNumber": 16,
      "slideType": "next_steps",
      "function": "state_next_steps",
      "notes": null,
      "imagePath": null,
      "matchCount": 1,
      "evidence": null,
      "slideHref": "/slides/019dd923-5e88-73ef-bd5d-528cd2bc4163/16",
      "deckHref": "/decks/019dd923-5e88-73ef-bd5d-528cd2bc4163",
      "deckAnchorHref": "/decks/019dd923-5e88-73ef-bd5d-528cd2bc4163#slide-16",
      "loopMatches": [],
      "arcBeatMatches": [
        {
          "to": 16,
          "from": 16,
          "beatId": "019dd95a-0701-77fe-ae97-929c7abb06ca",
          "arcName": "The Consultant's Gambit",
          "arcSlug": "consultants-gambit",
          "beatName": "Impact & Next Steps",
          "beatSlug": "consultants-gambit-impact-next-steps",
          "evidence": "5 critical next steps to begin AI-first journey",
          "position": 5,
          "confidence": 88,
          "parentBeatName": "Resolution",
          "parentBeatSlug": "resolution"
        }
      ],
      "imagePathAlt": null,
      "thumbSrc": null,
      "thumbSrcAlt": null,
      "locked": true
    },
    {
      "docId": "019dd923-5e88-73ef-bd5d-528cd2bc4163",
      "docSlug": "fa70a7be3633fb0a",
      "documentTitle": "2025 Executive Perspectives Move Fast Scale Smart AI First Companies Win the Future",
      "authorId": "BCG",
      "authorName": "BCG",
      "documentKindSlug": "consulting-deck",
      "documentKindLabel": "Consulting deck",
      "sourceTypeSlug": "strategy_consulting",
      "sourceTypeLabel": "Strategy consulting",
      "presentationDate": null,
      "orientation": "landscape",
      "aspectRatio": 1.778,
      "pageNumber": 17,
      "slideType": "team_bio",
      "function": "other",
      "notes": "The slide lists names, titles, and industry specializations for BCG consultants across three regions: Americas, EMEA, and Asia-Pacific.",
      "imagePath": null,
      "matchCount": 1,
      "evidence": null,
      "slideHref": "/slides/019dd923-5e88-73ef-bd5d-528cd2bc4163/17",
      "deckHref": "/decks/019dd923-5e88-73ef-bd5d-528cd2bc4163",
      "deckAnchorHref": "/decks/019dd923-5e88-73ef-bd5d-528cd2bc4163#slide-17",
      "loopMatches": [],
      "arcBeatMatches": [],
      "imagePathAlt": null,
      "thumbSrc": null,
      "thumbSrcAlt": null,
      "locked": true
    },
    {
      "docId": "019dd923-5e88-73ef-bd5d-528cd2bc4163",
      "docSlug": "fa70a7be3633fb0a",
      "documentTitle": "2025 Executive Perspectives Move Fast Scale Smart AI First Companies Win the Future",
      "authorId": "BCG",
      "authorName": "BCG",
      "documentKindSlug": "consulting-deck",
      "documentKindLabel": "Consulting deck",
      "sourceTypeSlug": "strategy_consulting",
      "sourceTypeLabel": "Strategy consulting",
      "presentationDate": null,
      "orientation": "landscape",
      "aspectRatio": 1.778,
      "pageNumber": 18,
      "slideType": "cover",
      "function": "front_matter",
      "notes": null,
      "imagePath": null,
      "matchCount": 1,
      "evidence": null,
      "slideHref": "/slides/019dd923-5e88-73ef-bd5d-528cd2bc4163/18",
      "deckHref": "/decks/019dd923-5e88-73ef-bd5d-528cd2bc4163",
      "deckAnchorHref": "/decks/019dd923-5e88-73ef-bd5d-528cd2bc4163#slide-18",
      "loopMatches": [],
      "arcBeatMatches": [],
      "imagePathAlt": null,
      "thumbSrc": null,
      "thumbSrcAlt": null,
      "locked": true
    },
    {
      "docId": "019dd923-5e88-73ef-bd5d-544caffa879c",
      "docSlug": "05c71e6a3ed5c6d0",
      "documentTitle": "2025 Executive Perspectives Unlocking Impact from AI Driving Sustaingable Cost Advantage with AI",
      "authorId": "BCG",
      "authorName": "BCG",
      "documentKindSlug": "consulting-deck",
      "documentKindLabel": "Consulting deck",
      "sourceTypeSlug": "strategy_consulting",
      "sourceTypeLabel": "Strategy consulting",
      "presentationDate": null,
      "orientation": "landscape",
      "aspectRatio": 1.778,
      "pageNumber": 1,
      "slideType": "cover",
      "function": "front_matter",
      "notes": null,
      "imagePath": "https://imgproxy.kitesheet.com/ZDbsVdmoLrraDTx1lnCZvU7ob4zN7lJYSbR1c83u4Ck/rs:fit:1200:1200:0/q:82/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy8wNWM3MWU2YTNlZDVjNmQwL3AwMDEuanBn",
      "matchCount": 1,
      "evidence": null,
      "slideHref": "/slides/019dd923-5e88-73ef-bd5d-544caffa879c/1",
      "deckHref": "/decks/019dd923-5e88-73ef-bd5d-544caffa879c",
      "deckAnchorHref": "/decks/019dd923-5e88-73ef-bd5d-544caffa879c#slide-1",
      "loopMatches": [],
      "arcBeatMatches": [],
      "imagePathAlt": "https://imgproxy.kitesheet.com/ppUolQPD32P2NIISoz4gpI8oH1LlEKYndgmmnOyWe1w/rs:fit:1200:1200:0/q:82/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy8wNWM3MWU2YTNlZDVjNmQwL3AwMDEucG5n",
      "thumbSrc": "https://imgproxy.kitesheet.com/5fGN0Gm-0ssPdhx9WDynC3aPmpK9B4lANFo03G-vow4/rs:fit:480:480:0/q:78/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy8wNWM3MWU2YTNlZDVjNmQwL3AwMDEuanBn",
      "thumbSrcAlt": "https://imgproxy.kitesheet.com/mzbbk9Qz3f8v13Z63IO-T5G7zGZrVT2WC-8WXBzZNSo/rs:fit:480:480:0/q:78/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy8wNWM3MWU2YTNlZDVjNmQwL3AwMDEucG5n"
    },
    {
      "docId": "019dd923-5e88-73ef-bd5d-544caffa879c",
      "docSlug": "05c71e6a3ed5c6d0",
      "documentTitle": "2025 Executive Perspectives Unlocking Impact from AI Driving Sustaingable Cost Advantage with AI",
      "authorId": "BCG",
      "authorName": "BCG",
      "documentKindSlug": "consulting-deck",
      "documentKindLabel": "Consulting deck",
      "sourceTypeSlug": "strategy_consulting",
      "sourceTypeLabel": "Strategy consulting",
      "presentationDate": null,
      "orientation": "landscape",
      "aspectRatio": 1.778,
      "pageNumber": 2,
      "slideType": "executive_summary",
      "function": "establish_context",
      "notes": "The slide serves as an introduction to a report or presentation, framing the problem of AI-driven cost savings and outlining the key questions the document will address.",
      "imagePath": null,
      "matchCount": 1,
      "evidence": null,
      "slideHref": "/slides/019dd923-5e88-73ef-bd5d-544caffa879c/2",
      "deckHref": "/decks/019dd923-5e88-73ef-bd5d-544caffa879c",
      "deckAnchorHref": "/decks/019dd923-5e88-73ef-bd5d-544caffa879c#slide-2",
      "loopMatches": [
        {
          "to": 5,
          "from": 2,
          "name": "Why Now",
          "slug": "15-why-now",
          "bestFor": "Sales pitches, fundraising, requesting immediate budget approval",
          "matchId": "019dd95a-088b-72c8-b7e0-7f1abd97c591",
          "evidence": "Cost is #1 priority (p.4) + 93% see AI as cost lever + AI is next frontier on top of traditional levers (p.5).",
          "position": 1,
          "objective": "Establish urgency: cost pressure + AI maturity = act now",
          "structure": "The Context (Trends) -> The Trigger Event -> The Window of Opportunity",
          "confidence": 80,
          "description": "Create temporal urgency by proving that the window of opportunity is opening or closing"
        }
      ],
      "arcBeatMatches": [
        {
          "to": 4,
          "from": 2,
          "beatId": "019dd95a-0701-77fe-ae97-a32f4ebf923a",
          "arcName": "The Consultant's Gambit",
          "arcSlug": "consultants-gambit",
          "beatName": "Situation & Context",
          "beatSlug": "consultants-gambit-situation-context",
          "evidence": "Intro + cost is top exec priority + 93% see AI as cost lever.",
          "position": 1,
          "confidence": 92,
          "parentBeatName": "Setup",
          "parentBeatSlug": "setup"
        }
      ],
      "imagePathAlt": null,
      "thumbSrc": null,
      "thumbSrcAlt": null,
      "locked": true
    },
    {
      "docId": "019dd923-5e88-73ef-bd5d-544caffa879c",
      "docSlug": "05c71e6a3ed5c6d0",
      "documentTitle": "2025 Executive Perspectives Unlocking Impact from AI Driving Sustaingable Cost Advantage with AI",
      "authorId": "BCG",
      "authorName": "BCG",
      "documentKindSlug": "consulting-deck",
      "documentKindLabel": "Consulting deck",
      "sourceTypeSlug": "strategy_consulting",
      "sourceTypeLabel": "Strategy consulting",
      "presentationDate": null,
      "orientation": "landscape",
      "aspectRatio": 1.778,
      "pageNumber": 3,
      "slideType": "executive_summary",
      "function": "summarize",
      "notes": "The slide uses a structured three-part approach: current market context, specific AI application patterns, and implementation watch-outs.",
      "imagePath": null,
      "matchCount": 1,
      "evidence": null,
      "slideHref": "/slides/019dd923-5e88-73ef-bd5d-544caffa879c/3",
      "deckHref": "/decks/019dd923-5e88-73ef-bd5d-544caffa879c",
      "deckAnchorHref": "/decks/019dd923-5e88-73ef-bd5d-544caffa879c#slide-3",
      "loopMatches": [
        {
          "to": 5,
          "from": 2,
          "name": "Why Now",
          "slug": "15-why-now",
          "bestFor": "Sales pitches, fundraising, requesting immediate budget approval",
          "matchId": "019dd95a-088b-72c8-b7e0-7f1abd97c591",
          "evidence": "Cost is #1 priority (p.4) + 93% see AI as cost lever + AI is next frontier on top of traditional levers (p.5).",
          "position": 1,
          "objective": "Establish urgency: cost pressure + AI maturity = act now",
          "structure": "The Context (Trends) -> The Trigger Event -> The Window of Opportunity",
          "confidence": 80,
          "description": "Create temporal urgency by proving that the window of opportunity is opening or closing"
        }
      ],
      "arcBeatMatches": [
        {
          "to": 4,
          "from": 2,
          "beatId": "019dd95a-0701-77fe-ae97-a32f4ebf923a",
          "arcName": "The Consultant's Gambit",
          "arcSlug": "consultants-gambit",
          "beatName": "Situation & Context",
          "beatSlug": "consultants-gambit-situation-context",
          "evidence": "Intro + cost is top exec priority + 93% see AI as cost lever.",
          "position": 1,
          "confidence": 92,
          "parentBeatName": "Setup",
          "parentBeatSlug": "setup"
        }
      ],
      "imagePathAlt": null,
      "thumbSrc": null,
      "thumbSrcAlt": null,
      "locked": true
    },
    {
      "docId": "019dd923-5e88-73ef-bd5d-544caffa879c",
      "docSlug": "05c71e6a3ed5c6d0",
      "documentTitle": "2025 Executive Perspectives Unlocking Impact from AI Driving Sustaingable Cost Advantage with AI",
      "authorId": "BCG",
      "authorName": "BCG",
      "documentKindSlug": "consulting-deck",
      "documentKindLabel": "Consulting deck",
      "sourceTypeSlug": "strategy_consulting",
      "sourceTypeLabel": "Strategy consulting",
      "presentationDate": null,
      "orientation": "landscape",
      "aspectRatio": 1.778,
      "pageNumber": 4,
      "slideType": "key_takeaways",
      "function": "summarize",
      "notes": "The slide uses a bar chart to rank priorities and a big number metric to emphasize the role of AI in cost management.",
      "imagePath": null,
      "matchCount": 1,
      "evidence": null,
      "slideHref": "/slides/019dd923-5e88-73ef-bd5d-544caffa879c/4",
      "deckHref": "/decks/019dd923-5e88-73ef-bd5d-544caffa879c",
      "deckAnchorHref": "/decks/019dd923-5e88-73ef-bd5d-544caffa879c#slide-4",
      "loopMatches": [
        {
          "to": 5,
          "from": 2,
          "name": "Why Now",
          "slug": "15-why-now",
          "bestFor": "Sales pitches, fundraising, requesting immediate budget approval",
          "matchId": "019dd95a-088b-72c8-b7e0-7f1abd97c591",
          "evidence": "Cost is #1 priority (p.4) + 93% see AI as cost lever + AI is next frontier on top of traditional levers (p.5).",
          "position": 1,
          "objective": "Establish urgency: cost pressure + AI maturity = act now",
          "structure": "The Context (Trends) -> The Trigger Event -> The Window of Opportunity",
          "confidence": 80,
          "description": "Create temporal urgency by proving that the window of opportunity is opening or closing"
        }
      ],
      "arcBeatMatches": [
        {
          "to": 4,
          "from": 2,
          "beatId": "019dd95a-0701-77fe-ae97-a32f4ebf923a",
          "arcName": "The Consultant's Gambit",
          "arcSlug": "consultants-gambit",
          "beatName": "Situation & Context",
          "beatSlug": "consultants-gambit-situation-context",
          "evidence": "Intro + cost is top exec priority + 93% see AI as cost lever.",
          "position": 1,
          "confidence": 92,
          "parentBeatName": "Setup",
          "parentBeatSlug": "setup"
        }
      ],
      "imagePathAlt": null,
      "thumbSrc": null,
      "thumbSrcAlt": null,
      "locked": true
    },
    {
      "docId": "019dd923-5e88-73ef-bd5d-544caffa879c",
      "docSlug": "05c71e6a3ed5c6d0",
      "documentTitle": "2025 Executive Perspectives Unlocking Impact from AI Driving Sustaingable Cost Advantage with AI",
      "authorId": "BCG",
      "authorName": "BCG",
      "documentKindSlug": "consulting-deck",
      "documentKindLabel": "Consulting deck",
      "sourceTypeSlug": "strategy_consulting",
      "sourceTypeLabel": "Strategy consulting",
      "presentationDate": null,
      "orientation": "landscape",
      "aspectRatio": 1.778,
      "pageNumber": 5,
      "slideType": "key_messages",
      "function": "quantify_impact",
      "notes": "The chart is illustrative, showing AI as an additive layer to traditional cost levers.",
      "imagePath": null,
      "matchCount": 1,
      "evidence": null,
      "slideHref": "/slides/019dd923-5e88-73ef-bd5d-544caffa879c/5",
      "deckHref": "/decks/019dd923-5e88-73ef-bd5d-544caffa879c",
      "deckAnchorHref": "/decks/019dd923-5e88-73ef-bd5d-544caffa879c#slide-5",
      "loopMatches": [
        {
          "to": 5,
          "from": 2,
          "name": "Why Now",
          "slug": "15-why-now",
          "bestFor": "Sales pitches, fundraising, requesting immediate budget approval",
          "matchId": "019dd95a-088b-72c8-b7e0-7f1abd97c591",
          "evidence": "Cost is #1 priority (p.4) + 93% see AI as cost lever + AI is next frontier on top of traditional levers (p.5).",
          "position": 1,
          "objective": "Establish urgency: cost pressure + AI maturity = act now",
          "structure": "The Context (Trends) -> The Trigger Event -> The Window of Opportunity",
          "confidence": 80,
          "description": "Create temporal urgency by proving that the window of opportunity is opening or closing"
        }
      ],
      "arcBeatMatches": [
        {
          "to": 5,
          "from": 5,
          "beatId": "019dd95a-0701-77fe-ae97-a41625a9177c",
          "arcName": "The Consultant's Gambit",
          "arcSlug": "consultants-gambit",
          "beatName": "Problem & Complication",
          "beatSlug": "consultants-gambit-problem-complication",
          "evidence": "Traditional cost levers no longer enough; AI is next frontier.",
          "position": 2,
          "confidence": 92,
          "parentBeatName": "Complication",
          "parentBeatSlug": "complication"
        }
      ],
      "imagePathAlt": null,
      "thumbSrc": null,
      "thumbSrcAlt": null,
      "locked": true
    },
    {
      "docId": "019dd923-5e88-73ef-bd5d-544caffa879c",
      "docSlug": "05c71e6a3ed5c6d0",
      "documentTitle": "2025 Executive Perspectives Unlocking Impact from AI Driving Sustaingable Cost Advantage with AI",
      "authorId": "BCG",
      "authorName": "BCG",
      "documentKindSlug": "consulting-deck",
      "documentKindLabel": "Consulting deck",
      "sourceTypeSlug": "strategy_consulting",
      "sourceTypeLabel": "Strategy consulting",
      "presentationDate": null,
      "orientation": "landscape",
      "aspectRatio": 1.778,
      "pageNumber": 6,
      "slideType": "market_landscape",
      "function": "present_framework",
      "notes": "The slide uses a Venn-like diagram to categorize AI technologies based on data type and modality.",
      "imagePath": null,
      "matchCount": 1,
      "evidence": null,
      "slideHref": "/slides/019dd923-5e88-73ef-bd5d-544caffa879c/6",
      "deckHref": "/decks/019dd923-5e88-73ef-bd5d-544caffa879c",
      "deckAnchorHref": "/decks/019dd923-5e88-73ef-bd5d-544caffa879c#slide-6",
      "loopMatches": [
        {
          "to": 7,
          "from": 6,
          "name": "Mece Breakdown",
          "slug": "40-mece-breakdown",
          "bestFor": "Problem structuring, ensuring completeness, strategic analysis",
          "matchId": "019dd95a-088b-72c8-b7e0-83c2a144453e",
          "evidence": "p.6 maps AI tech to data dimensions; p.7 distills four distinct, non-overlapping cost patterns.",
          "position": 2,
          "objective": "Carve the AI cost-impact space into 4 MECE patterns",
          "structure": "The Whole -> Category A (distinct) -> Category B (distinct) -> Category C (distinct) -> Complete Coverage",
          "confidence": 78,
          "description": "Divide a complex topic into mutually exclusive, collectively exhaustive categories"
        }
      ],
      "arcBeatMatches": [
        {
          "to": 7,
          "from": 6,
          "beatId": "019dd95a-0701-77fe-ae97-aa51f29e2ba5",
          "arcName": "The Consultant's Gambit",
          "arcSlug": "consultants-gambit",
          "beatName": "Solution & Approach",
          "beatSlug": "consultants-gambit-solution-approach",
          "evidence": "AI tech ecosystem mapped to four cost-structure patterns.",
          "position": 3,
          "confidence": 92,
          "parentBeatName": "Turn",
          "parentBeatSlug": "turn"
        },
        {
          "to": 9,
          "from": 6,
          "beatId": "019dd95a-0701-77fe-ae97-b57ff0dae61c",
          "arcName": "The Triple Take",
          "arcSlug": "triple-take",
          "beatName": "The Facts (What)",
          "beatSlug": "triple-take-the-facts-what",
          "evidence": "Four AI patterns + cross-industry impact table.",
          "position": 1,
          "confidence": 55,
          "parentBeatName": "Setup",
          "parentBeatSlug": "setup"
        }
      ],
      "imagePathAlt": null,
      "thumbSrc": null,
      "thumbSrcAlt": null,
      "locked": true
    },
    {
      "docId": "019dd923-5e88-73ef-bd5d-544caffa879c",
      "docSlug": "05c71e6a3ed5c6d0",
      "documentTitle": "2025 Executive Perspectives Unlocking Impact from AI Driving Sustaingable Cost Advantage with AI",
      "authorId": "BCG",
      "authorName": "BCG",
      "documentKindSlug": "consulting-deck",
      "documentKindLabel": "Consulting deck",
      "sourceTypeSlug": "strategy_consulting",
      "sourceTypeLabel": "Strategy consulting",
      "presentationDate": null,
      "orientation": "landscape",
      "aspectRatio": 1.778,
      "pageNumber": 7,
      "slideType": "initiative_list",
      "function": "present_solution",
      "notes": null,
      "imagePath": null,
      "matchCount": 1,
      "evidence": null,
      "slideHref": "/slides/019dd923-5e88-73ef-bd5d-544caffa879c/7",
      "deckHref": "/decks/019dd923-5e88-73ef-bd5d-544caffa879c",
      "deckAnchorHref": "/decks/019dd923-5e88-73ef-bd5d-544caffa879c#slide-7",
      "loopMatches": [
        {
          "to": 7,
          "from": 6,
          "name": "Mece Breakdown",
          "slug": "40-mece-breakdown",
          "bestFor": "Problem structuring, ensuring completeness, strategic analysis",
          "matchId": "019dd95a-088b-72c8-b7e0-83c2a144453e",
          "evidence": "p.6 maps AI tech to data dimensions; p.7 distills four distinct, non-overlapping cost patterns.",
          "position": 2,
          "objective": "Carve the AI cost-impact space into 4 MECE patterns",
          "structure": "The Whole -> Category A (distinct) -> Category B (distinct) -> Category C (distinct) -> Complete Coverage",
          "confidence": 78,
          "description": "Divide a complex topic into mutually exclusive, collectively exhaustive categories"
        }
      ],
      "arcBeatMatches": [
        {
          "to": 7,
          "from": 6,
          "beatId": "019dd95a-0701-77fe-ae97-aa51f29e2ba5",
          "arcName": "The Consultant's Gambit",
          "arcSlug": "consultants-gambit",
          "beatName": "Solution & Approach",
          "beatSlug": "consultants-gambit-solution-approach",
          "evidence": "AI tech ecosystem mapped to four cost-structure patterns.",
          "position": 3,
          "confidence": 92,
          "parentBeatName": "Turn",
          "parentBeatSlug": "turn"
        },
        {
          "to": 9,
          "from": 6,
          "beatId": "019dd95a-0701-77fe-ae97-b57ff0dae61c",
          "arcName": "The Triple Take",
          "arcSlug": "triple-take",
          "beatName": "The Facts (What)",
          "beatSlug": "triple-take-the-facts-what",
          "evidence": "Four AI patterns + cross-industry impact table.",
          "position": 1,
          "confidence": 55,
          "parentBeatName": "Setup",
          "parentBeatSlug": "setup"
        }
      ],
      "imagePathAlt": null,
      "thumbSrc": null,
      "thumbSrcAlt": null,
      "locked": true
    },
    {
      "docId": "019dd923-5e88-73ef-bd5d-544caffa879c",
      "docSlug": "05c71e6a3ed5c6d0",
      "documentTitle": "2025 Executive Perspectives Unlocking Impact from AI Driving Sustaingable Cost Advantage with AI",
      "authorId": "BCG",
      "authorName": "BCG",
      "documentKindSlug": "consulting-deck",
      "documentKindLabel": "Consulting deck",
      "sourceTypeSlug": "strategy_consulting",
      "sourceTypeLabel": "Strategy consulting",
      "presentationDate": null,
      "orientation": "landscape",
      "aspectRatio": 1.778,
      "pageNumber": 8,
      "slideType": "case_study",
      "function": "illustrate_case",
      "notes": "The slide uses a 4x4 matrix structure to categorize AI-driven cost reduction examples by operational domain.",
      "imagePath": null,
      "matchCount": 1,
      "evidence": null,
      "slideHref": "/slides/019dd923-5e88-73ef-bd5d-544caffa879c/8",
      "deckHref": "/decks/019dd923-5e88-73ef-bd5d-544caffa879c",
      "deckAnchorHref": "/decks/019dd923-5e88-73ef-bd5d-544caffa879c#slide-8",
      "loopMatches": [
        {
          "to": 13,
          "from": 8,
          "name": "Pattern Hunter",
          "slug": "02-pattern-hunter",
          "bestFor": "Time-pressed audiences, building consensus, when data is strong",
          "matchId": "019dd95a-088b-72c8-b7e0-87154316751b",
          "evidence": "Cross-industry matrix (p.8), summary stats (p.9), four named case studies (p.10-13) all converging on the four-pattern thesis.",
          "position": 3,
          "objective": "Stack multiple cross-industry proofs to show the four patterns work",
          "structure": "Evidence A -> Evidence B -> Evidence C -> Pattern/Conclusion",
          "confidence": 85,
          "description": "Group multiple pieces of evidence that together point to a pattern or conclusion"
        }
      ],
      "arcBeatMatches": [
        {
          "to": 13,
          "from": 8,
          "beatId": "019dd95a-0701-77fe-ae97-ae37055de711",
          "arcName": "The Consultant's Gambit",
          "arcSlug": "consultants-gambit",
          "beatName": "Evidence & Proof",
          "beatSlug": "consultants-gambit-evidence-proof",
          "evidence": "Cross-industry table plus four detailed case studies with euros/dollars.",
          "position": 4,
          "confidence": 92,
          "parentBeatName": "Evidence",
          "parentBeatSlug": "evidence"
        },
        {
          "to": 9,
          "from": 6,
          "beatId": "019dd95a-0701-77fe-ae97-b57ff0dae61c",
          "arcName": "The Triple Take",
          "arcSlug": "triple-take",
          "beatName": "The Facts (What)",
          "beatSlug": "triple-take-the-facts-what",
          "evidence": "Four AI patterns + cross-industry impact table.",
          "position": 1,
          "confidence": 55,
          "parentBeatName": "Setup",
          "parentBeatSlug": "setup"
        }
      ],
      "imagePathAlt": null,
      "thumbSrc": null,
      "thumbSrcAlt": null,
      "locked": true
    },
    {
      "docId": "019dd923-5e88-73ef-bd5d-544caffa879c",
      "docSlug": "05c71e6a3ed5c6d0",
      "documentTitle": "2025 Executive Perspectives Unlocking Impact from AI Driving Sustaingable Cost Advantage with AI",
      "authorId": "BCG",
      "authorName": "BCG",
      "documentKindSlug": "consulting-deck",
      "documentKindLabel": "Consulting deck",
      "sourceTypeSlug": "strategy_consulting",
      "sourceTypeLabel": "Strategy consulting",
      "presentationDate": null,
      "orientation": "landscape",
      "aspectRatio": 1.778,
      "pageNumber": 9,
      "slideType": "case_study",
      "function": "illustrate_case",
      "notes": null,
      "imagePath": null,
      "matchCount": 1,
      "evidence": null,
      "slideHref": "/slides/019dd923-5e88-73ef-bd5d-544caffa879c/9",
      "deckHref": "/decks/019dd923-5e88-73ef-bd5d-544caffa879c",
      "deckAnchorHref": "/decks/019dd923-5e88-73ef-bd5d-544caffa879c#slide-9",
      "loopMatches": [
        {
          "to": 13,
          "from": 8,
          "name": "Pattern Hunter",
          "slug": "02-pattern-hunter",
          "bestFor": "Time-pressed audiences, building consensus, when data is strong",
          "matchId": "019dd95a-088b-72c8-b7e0-87154316751b",
          "evidence": "Cross-industry matrix (p.8), summary stats (p.9), four named case studies (p.10-13) all converging on the four-pattern thesis.",
          "position": 3,
          "objective": "Stack multiple cross-industry proofs to show the four patterns work",
          "structure": "Evidence A -> Evidence B -> Evidence C -> Pattern/Conclusion",
          "confidence": 85,
          "description": "Group multiple pieces of evidence that together point to a pattern or conclusion"
        }
      ],
      "arcBeatMatches": [
        {
          "to": 13,
          "from": 8,
          "beatId": "019dd95a-0701-77fe-ae97-ae37055de711",
          "arcName": "The Consultant's Gambit",
          "arcSlug": "consultants-gambit",
          "beatName": "Evidence & Proof",
          "beatSlug": "consultants-gambit-evidence-proof",
          "evidence": "Cross-industry table plus four detailed case studies with euros/dollars.",
          "position": 4,
          "confidence": 92,
          "parentBeatName": "Evidence",
          "parentBeatSlug": "evidence"
        },
        {
          "to": 9,
          "from": 6,
          "beatId": "019dd95a-0701-77fe-ae97-b57ff0dae61c",
          "arcName": "The Triple Take",
          "arcSlug": "triple-take",
          "beatName": "The Facts (What)",
          "beatSlug": "triple-take-the-facts-what",
          "evidence": "Four AI patterns + cross-industry impact table.",
          "position": 1,
          "confidence": 55,
          "parentBeatName": "Setup",
          "parentBeatSlug": "setup"
        }
      ],
      "imagePathAlt": null,
      "thumbSrc": null,
      "thumbSrcAlt": null,
      "locked": true
    },
    {
      "docId": "019dd923-5e88-73ef-bd5d-544caffa879c",
      "docSlug": "05c71e6a3ed5c6d0",
      "documentTitle": "2025 Executive Perspectives Unlocking Impact from AI Driving Sustaingable Cost Advantage with AI",
      "authorId": "BCG",
      "authorName": "BCG",
      "documentKindSlug": "consulting-deck",
      "documentKindLabel": "Consulting deck",
      "sourceTypeSlug": "strategy_consulting",
      "sourceTypeLabel": "Strategy consulting",
      "presentationDate": null,
      "orientation": "landscape",
      "aspectRatio": 1.778,
      "pageNumber": 10,
      "slideType": "case_study",
      "function": "illustrate_case",
      "notes": "Uses a standard Context-Actions-Impact structure.",
      "imagePath": null,
      "matchCount": 1,
      "evidence": null,
      "slideHref": "/slides/019dd923-5e88-73ef-bd5d-544caffa879c/10",
      "deckHref": "/decks/019dd923-5e88-73ef-bd5d-544caffa879c",
      "deckAnchorHref": "/decks/019dd923-5e88-73ef-bd5d-544caffa879c#slide-10",
      "loopMatches": [
        {
          "to": 13,
          "from": 8,
          "name": "Pattern Hunter",
          "slug": "02-pattern-hunter",
          "bestFor": "Time-pressed audiences, building consensus, when data is strong",
          "matchId": "019dd95a-088b-72c8-b7e0-87154316751b",
          "evidence": "Cross-industry matrix (p.8), summary stats (p.9), four named case studies (p.10-13) all converging on the four-pattern thesis.",
          "position": 3,
          "objective": "Stack multiple cross-industry proofs to show the four patterns work",
          "structure": "Evidence A -> Evidence B -> Evidence C -> Pattern/Conclusion",
          "confidence": 85,
          "description": "Group multiple pieces of evidence that together point to a pattern or conclusion"
        }
      ],
      "arcBeatMatches": [
        {
          "to": 13,
          "from": 8,
          "beatId": "019dd95a-0701-77fe-ae97-ae37055de711",
          "arcName": "The Consultant's Gambit",
          "arcSlug": "consultants-gambit",
          "beatName": "Evidence & Proof",
          "beatSlug": "consultants-gambit-evidence-proof",
          "evidence": "Cross-industry table plus four detailed case studies with euros/dollars.",
          "position": 4,
          "confidence": 92,
          "parentBeatName": "Evidence",
          "parentBeatSlug": "evidence"
        },
        {
          "to": 13,
          "from": 10,
          "beatId": "019dd95a-0701-77fe-ae97-bb342cee1d94",
          "arcName": "The Triple Take",
          "arcSlug": "triple-take",
          "beatName": "The Implications (So What)",
          "beatSlug": "triple-take-the-implications-so-what",
          "evidence": "Four detailed case studies quantifying savings.",
          "position": 2,
          "confidence": 55,
          "parentBeatName": "Reflection",
          "parentBeatSlug": "reflection"
        }
      ],
      "imagePathAlt": null,
      "thumbSrc": null,
      "thumbSrcAlt": null,
      "locked": true
    },
    {
      "docId": "019dd923-5e88-73ef-bd5d-544caffa879c",
      "docSlug": "05c71e6a3ed5c6d0",
      "documentTitle": "2025 Executive Perspectives Unlocking Impact from AI Driving Sustaingable Cost Advantage with AI",
      "authorId": "BCG",
      "authorName": "BCG",
      "documentKindSlug": "consulting-deck",
      "documentKindLabel": "Consulting deck",
      "sourceTypeSlug": "strategy_consulting",
      "sourceTypeLabel": "Strategy consulting",
      "presentationDate": null,
      "orientation": "landscape",
      "aspectRatio": 1.778,
      "pageNumber": 11,
      "slideType": "case_study",
      "function": "illustrate_case",
      "notes": "The slide uses a classic Context-Actions-Impact structure.",
      "imagePath": null,
      "matchCount": 1,
      "evidence": null,
      "slideHref": "/slides/019dd923-5e88-73ef-bd5d-544caffa879c/11",
      "deckHref": "/decks/019dd923-5e88-73ef-bd5d-544caffa879c",
      "deckAnchorHref": "/decks/019dd923-5e88-73ef-bd5d-544caffa879c#slide-11",
      "loopMatches": [
        {
          "to": 13,
          "from": 8,
          "name": "Pattern Hunter",
          "slug": "02-pattern-hunter",
          "bestFor": "Time-pressed audiences, building consensus, when data is strong",
          "matchId": "019dd95a-088b-72c8-b7e0-87154316751b",
          "evidence": "Cross-industry matrix (p.8), summary stats (p.9), four named case studies (p.10-13) all converging on the four-pattern thesis.",
          "position": 3,
          "objective": "Stack multiple cross-industry proofs to show the four patterns work",
          "structure": "Evidence A -> Evidence B -> Evidence C -> Pattern/Conclusion",
          "confidence": 85,
          "description": "Group multiple pieces of evidence that together point to a pattern or conclusion"
        }
      ],
      "arcBeatMatches": [
        {
          "to": 13,
          "from": 8,
          "beatId": "019dd95a-0701-77fe-ae97-ae37055de711",
          "arcName": "The Consultant's Gambit",
          "arcSlug": "consultants-gambit",
          "beatName": "Evidence & Proof",
          "beatSlug": "consultants-gambit-evidence-proof",
          "evidence": "Cross-industry table plus four detailed case studies with euros/dollars.",
          "position": 4,
          "confidence": 92,
          "parentBeatName": "Evidence",
          "parentBeatSlug": "evidence"
        },
        {
          "to": 13,
          "from": 10,
          "beatId": "019dd95a-0701-77fe-ae97-bb342cee1d94",
          "arcName": "The Triple Take",
          "arcSlug": "triple-take",
          "beatName": "The Implications (So What)",
          "beatSlug": "triple-take-the-implications-so-what",
          "evidence": "Four detailed case studies quantifying savings.",
          "position": 2,
          "confidence": 55,
          "parentBeatName": "Reflection",
          "parentBeatSlug": "reflection"
        }
      ],
      "imagePathAlt": null,
      "thumbSrc": null,
      "thumbSrcAlt": null,
      "locked": true
    },
    {
      "docId": "019dd923-5e88-73ef-bd5d-544caffa879c",
      "docSlug": "05c71e6a3ed5c6d0",
      "documentTitle": "2025 Executive Perspectives Unlocking Impact from AI Driving Sustaingable Cost Advantage with AI",
      "authorId": "BCG",
      "authorName": "BCG",
      "documentKindSlug": "consulting-deck",
      "documentKindLabel": "Consulting deck",
      "sourceTypeSlug": "strategy_consulting",
      "sourceTypeLabel": "Strategy consulting",
      "presentationDate": null,
      "orientation": "landscape",
      "aspectRatio": 1.778,
      "pageNumber": 12,
      "slideType": "case_study",
      "function": "illustrate_case",
      "notes": "Standard BCG case study format with Context, Actions taken, and Impact columns.",
      "imagePath": null,
      "matchCount": 1,
      "evidence": null,
      "slideHref": "/slides/019dd923-5e88-73ef-bd5d-544caffa879c/12",
      "deckHref": "/decks/019dd923-5e88-73ef-bd5d-544caffa879c",
      "deckAnchorHref": "/decks/019dd923-5e88-73ef-bd5d-544caffa879c#slide-12",
      "loopMatches": [
        {
          "to": 13,
          "from": 8,
          "name": "Pattern Hunter",
          "slug": "02-pattern-hunter",
          "bestFor": "Time-pressed audiences, building consensus, when data is strong",
          "matchId": "019dd95a-088b-72c8-b7e0-87154316751b",
          "evidence": "Cross-industry matrix (p.8), summary stats (p.9), four named case studies (p.10-13) all converging on the four-pattern thesis.",
          "position": 3,
          "objective": "Stack multiple cross-industry proofs to show the four patterns work",
          "structure": "Evidence A -> Evidence B -> Evidence C -> Pattern/Conclusion",
          "confidence": 85,
          "description": "Group multiple pieces of evidence that together point to a pattern or conclusion"
        }
      ],
      "arcBeatMatches": [
        {
          "to": 13,
          "from": 8,
          "beatId": "019dd95a-0701-77fe-ae97-ae37055de711",
          "arcName": "The Consultant's Gambit",
          "arcSlug": "consultants-gambit",
          "beatName": "Evidence & Proof",
          "beatSlug": "consultants-gambit-evidence-proof",
          "evidence": "Cross-industry table plus four detailed case studies with euros/dollars.",
          "position": 4,
          "confidence": 92,
          "parentBeatName": "Evidence",
          "parentBeatSlug": "evidence"
        },
        {
          "to": 13,
          "from": 10,
          "beatId": "019dd95a-0701-77fe-ae97-bb342cee1d94",
          "arcName": "The Triple Take",
          "arcSlug": "triple-take",
          "beatName": "The Implications (So What)",
          "beatSlug": "triple-take-the-implications-so-what",
          "evidence": "Four detailed case studies quantifying savings.",
          "position": 2,
          "confidence": 55,
          "parentBeatName": "Reflection",
          "parentBeatSlug": "reflection"
        }
      ],
      "imagePathAlt": null,
      "thumbSrc": null,
      "thumbSrcAlt": null,
      "locked": true
    },
    {
      "docId": "019dd923-5e88-73ef-bd5d-544caffa879c",
      "docSlug": "05c71e6a3ed5c6d0",
      "documentTitle": "2025 Executive Perspectives Unlocking Impact from AI Driving Sustaingable Cost Advantage with AI",
      "authorId": "BCG",
      "authorName": "BCG",
      "documentKindSlug": "consulting-deck",
      "documentKindLabel": "Consulting deck",
      "sourceTypeSlug": "strategy_consulting",
      "sourceTypeLabel": "Strategy consulting",
      "presentationDate": null,
      "orientation": "landscape",
      "aspectRatio": 1.778,
      "pageNumber": 13,
      "slideType": "case_study",
      "function": "illustrate_case",
      "notes": null,
      "imagePath": null,
      "matchCount": 1,
      "evidence": null,
      "slideHref": "/slides/019dd923-5e88-73ef-bd5d-544caffa879c/13",
      "deckHref": "/decks/019dd923-5e88-73ef-bd5d-544caffa879c",
      "deckAnchorHref": "/decks/019dd923-5e88-73ef-bd5d-544caffa879c#slide-13",
      "loopMatches": [
        {
          "to": 13,
          "from": 8,
          "name": "Pattern Hunter",
          "slug": "02-pattern-hunter",
          "bestFor": "Time-pressed audiences, building consensus, when data is strong",
          "matchId": "019dd95a-088b-72c8-b7e0-87154316751b",
          "evidence": "Cross-industry matrix (p.8), summary stats (p.9), four named case studies (p.10-13) all converging on the four-pattern thesis.",
          "position": 3,
          "objective": "Stack multiple cross-industry proofs to show the four patterns work",
          "structure": "Evidence A -> Evidence B -> Evidence C -> Pattern/Conclusion",
          "confidence": 85,
          "description": "Group multiple pieces of evidence that together point to a pattern or conclusion"
        }
      ],
      "arcBeatMatches": [
        {
          "to": 13,
          "from": 8,
          "beatId": "019dd95a-0701-77fe-ae97-ae37055de711",
          "arcName": "The Consultant's Gambit",
          "arcSlug": "consultants-gambit",
          "beatName": "Evidence & Proof",
          "beatSlug": "consultants-gambit-evidence-proof",
          "evidence": "Cross-industry table plus four detailed case studies with euros/dollars.",
          "position": 4,
          "confidence": 92,
          "parentBeatName": "Evidence",
          "parentBeatSlug": "evidence"
        },
        {
          "to": 13,
          "from": 10,
          "beatId": "019dd95a-0701-77fe-ae97-bb342cee1d94",
          "arcName": "The Triple Take",
          "arcSlug": "triple-take",
          "beatName": "The Implications (So What)",
          "beatSlug": "triple-take-the-implications-so-what",
          "evidence": "Four detailed case studies quantifying savings.",
          "position": 2,
          "confidence": 55,
          "parentBeatName": "Reflection",
          "parentBeatSlug": "reflection"
        }
      ],
      "imagePathAlt": null,
      "thumbSrc": null,
      "thumbSrcAlt": null,
      "locked": true
    },
    {
      "docId": "019dd923-5e88-73ef-bd5d-544caffa879c",
      "docSlug": "05c71e6a3ed5c6d0",
      "documentTitle": "2025 Executive Perspectives Unlocking Impact from AI Driving Sustaingable Cost Advantage with AI",
      "authorId": "BCG",
      "authorName": "BCG",
      "documentKindSlug": "consulting-deck",
      "documentKindLabel": "Consulting deck",
      "sourceTypeSlug": "strategy_consulting",
      "sourceTypeLabel": "Strategy consulting",
      "presentationDate": null,
      "orientation": "landscape",
      "aspectRatio": 1.778,
      "pageNumber": 14,
      "slideType": "initiative_list",
      "function": "summarize",
      "notes": null,
      "imagePath": null,
      "matchCount": 1,
      "evidence": null,
      "slideHref": "/slides/019dd923-5e88-73ef-bd5d-544caffa879c/14",
      "deckHref": "/decks/019dd923-5e88-73ef-bd5d-544caffa879c",
      "deckAnchorHref": "/decks/019dd923-5e88-73ef-bd5d-544caffa879c#slide-14",
      "loopMatches": [
        {
          "to": 17,
          "from": 14,
          "name": "Pre Mortem",
          "slug": "19-pre-mortem",
          "bestFor": "Project kick-offs, risk management, building trust with skeptical stakeholders",
          "matchId": "019dd95a-088b-72c8-b7e0-881190156e72",
          "evidence": "p.14 lists four watch-outs (failure modes); p.15-17 prescribe how to avoid each (cash the check, manage tech costs, governance).",
          "position": 4,
          "objective": "Surface failure modes and prescribe prevention",
          "structure": "The Future Disaster (Hypothetical) -> What Went Wrong -> The Prevention Plan",
          "confidence": 82,
          "description": "Build trust by anticipating failure modes before they happen and solving them in advance"
        }
      ],
      "arcBeatMatches": [
        {
          "to": 19,
          "from": 14,
          "beatId": "019dd95a-0701-77fe-ae97-b23a40964a86",
          "arcName": "The Consultant's Gambit",
          "arcSlug": "consultants-gambit",
          "beatName": "Impact & Next Steps",
          "beatSlug": "consultants-gambit-impact-next-steps",
          "evidence": "Watch-outs, governance triangle, summary, BCG contacts.",
          "position": 5,
          "confidence": 92,
          "parentBeatName": "Resolution",
          "parentBeatSlug": "resolution"
        },
        {
          "to": 18,
          "from": 14,
          "beatId": "019dd95a-0701-77fe-ae97-bc24633e9a53",
          "arcName": "The Triple Take",
          "arcSlug": "triple-take",
          "beatName": "The Action (Now What)",
          "beatSlug": "triple-take-the-action-now-what",
          "evidence": "Watch-outs, governance, summary actions.",
          "position": 3,
          "confidence": 55,
          "parentBeatName": "Resolution",
          "parentBeatSlug": "resolution"
        }
      ],
      "imagePathAlt": null,
      "thumbSrc": null,
      "thumbSrcAlt": null,
      "locked": true
    },
    {
      "docId": "019dd923-5e88-73ef-bd5d-544caffa879c",
      "docSlug": "05c71e6a3ed5c6d0",
      "documentTitle": "2025 Executive Perspectives Unlocking Impact from AI Driving Sustaingable Cost Advantage with AI",
      "authorId": "BCG",
      "authorName": "BCG",
      "documentKindSlug": "consulting-deck",
      "documentKindLabel": "Consulting deck",
      "sourceTypeSlug": "strategy_consulting",
      "sourceTypeLabel": "Strategy consulting",
      "presentationDate": null,
      "orientation": "landscape",
      "aspectRatio": 1.778,
      "pageNumber": 15,
      "slideType": "other",
      "function": "present_solution",
      "notes": "Uses the iceberg metaphor to emphasize that the majority of transformation work is beneath the surface.",
      "imagePath": null,
      "matchCount": 1,
      "evidence": null,
      "slideHref": "/slides/019dd923-5e88-73ef-bd5d-544caffa879c/15",
      "deckHref": "/decks/019dd923-5e88-73ef-bd5d-544caffa879c",
      "deckAnchorHref": "/decks/019dd923-5e88-73ef-bd5d-544caffa879c#slide-15",
      "loopMatches": [
        {
          "to": 17,
          "from": 14,
          "name": "Pre Mortem",
          "slug": "19-pre-mortem",
          "bestFor": "Project kick-offs, risk management, building trust with skeptical stakeholders",
          "matchId": "019dd95a-088b-72c8-b7e0-881190156e72",
          "evidence": "p.14 lists four watch-outs (failure modes); p.15-17 prescribe how to avoid each (cash the check, manage tech costs, governance).",
          "position": 4,
          "objective": "Surface failure modes and prescribe prevention",
          "structure": "The Future Disaster (Hypothetical) -> What Went Wrong -> The Prevention Plan",
          "confidence": 82,
          "description": "Build trust by anticipating failure modes before they happen and solving them in advance"
        }
      ],
      "arcBeatMatches": [
        {
          "to": 19,
          "from": 14,
          "beatId": "019dd95a-0701-77fe-ae97-b23a40964a86",
          "arcName": "The Consultant's Gambit",
          "arcSlug": "consultants-gambit",
          "beatName": "Impact & Next Steps",
          "beatSlug": "consultants-gambit-impact-next-steps",
          "evidence": "Watch-outs, governance triangle, summary, BCG contacts.",
          "position": 5,
          "confidence": 92,
          "parentBeatName": "Resolution",
          "parentBeatSlug": "resolution"
        },
        {
          "to": 18,
          "from": 14,
          "beatId": "019dd95a-0701-77fe-ae97-bc24633e9a53",
          "arcName": "The Triple Take",
          "arcSlug": "triple-take",
          "beatName": "The Action (Now What)",
          "beatSlug": "triple-take-the-action-now-what",
          "evidence": "Watch-outs, governance, summary actions.",
          "position": 3,
          "confidence": 55,
          "parentBeatName": "Resolution",
          "parentBeatSlug": "resolution"
        }
      ],
      "imagePathAlt": null,
      "thumbSrc": null,
      "thumbSrcAlt": null,
      "locked": true
    },
    {
      "docId": "019dd923-5e88-73ef-bd5d-544caffa879c",
      "docSlug": "05c71e6a3ed5c6d0",
      "documentTitle": "2025 Executive Perspectives Unlocking Impact from AI Driving Sustaingable Cost Advantage with AI",
      "authorId": "BCG",
      "authorName": "BCG",
      "documentKindSlug": "consulting-deck",
      "documentKindLabel": "Consulting deck",
      "sourceTypeSlug": "strategy_consulting",
      "sourceTypeLabel": "Strategy consulting",
      "presentationDate": null,
      "orientation": "landscape",
      "aspectRatio": 1.778,
      "pageNumber": 16,
      "slideType": "key_takeaways",
      "function": "summarize",
      "notes": "The chart illustrates the divergence between value realization and rising tech costs/complexity over the course of an AI transformation journey.",
      "imagePath": null,
      "matchCount": 1,
      "evidence": null,
      "slideHref": "/slides/019dd923-5e88-73ef-bd5d-544caffa879c/16",
      "deckHref": "/decks/019dd923-5e88-73ef-bd5d-544caffa879c",
      "deckAnchorHref": "/decks/019dd923-5e88-73ef-bd5d-544caffa879c#slide-16",
      "loopMatches": [
        {
          "to": 17,
          "from": 14,
          "name": "Pre Mortem",
          "slug": "19-pre-mortem",
          "bestFor": "Project kick-offs, risk management, building trust with skeptical stakeholders",
          "matchId": "019dd95a-088b-72c8-b7e0-881190156e72",
          "evidence": "p.14 lists four watch-outs (failure modes); p.15-17 prescribe how to avoid each (cash the check, manage tech costs, governance).",
          "position": 4,
          "objective": "Surface failure modes and prescribe prevention",
          "structure": "The Future Disaster (Hypothetical) -> What Went Wrong -> The Prevention Plan",
          "confidence": 82,
          "description": "Build trust by anticipating failure modes before they happen and solving them in advance"
        }
      ],
      "arcBeatMatches": [
        {
          "to": 19,
          "from": 14,
          "beatId": "019dd95a-0701-77fe-ae97-b23a40964a86",
          "arcName": "The Consultant's Gambit",
          "arcSlug": "consultants-gambit",
          "beatName": "Impact & Next Steps",
          "beatSlug": "consultants-gambit-impact-next-steps",
          "evidence": "Watch-outs, governance triangle, summary, BCG contacts.",
          "position": 5,
          "confidence": 92,
          "parentBeatName": "Resolution",
          "parentBeatSlug": "resolution"
        },
        {
          "to": 18,
          "from": 14,
          "beatId": "019dd95a-0701-77fe-ae97-bc24633e9a53",
          "arcName": "The Triple Take",
          "arcSlug": "triple-take",
          "beatName": "The Action (Now What)",
          "beatSlug": "triple-take-the-action-now-what",
          "evidence": "Watch-outs, governance, summary actions.",
          "position": 3,
          "confidence": 55,
          "parentBeatName": "Resolution",
          "parentBeatSlug": "resolution"
        }
      ],
      "imagePathAlt": null,
      "thumbSrc": null,
      "thumbSrcAlt": null,
      "locked": true
    },
    {
      "docId": "019dd923-5e88-73ef-bd5d-544caffa879c",
      "docSlug": "05c71e6a3ed5c6d0",
      "documentTitle": "2025 Executive Perspectives Unlocking Impact from AI Driving Sustaingable Cost Advantage with AI",
      "authorId": "BCG",
      "authorName": "BCG",
      "documentKindSlug": "consulting-deck",
      "documentKindLabel": "Consulting deck",
      "sourceTypeSlug": "strategy_consulting",
      "sourceTypeLabel": "Strategy consulting",
      "presentationDate": null,
      "orientation": "landscape",
      "aspectRatio": 1.778,
      "pageNumber": 17,
      "slideType": "initiative_list",
      "function": "present_framework",
      "notes": "The slide uses a triangular diagram to represent the three pillars of AI transformation governance.",
      "imagePath": null,
      "matchCount": 1,
      "evidence": null,
      "slideHref": "/slides/019dd923-5e88-73ef-bd5d-544caffa879c/17",
      "deckHref": "/decks/019dd923-5e88-73ef-bd5d-544caffa879c",
      "deckAnchorHref": "/decks/019dd923-5e88-73ef-bd5d-544caffa879c#slide-17",
      "loopMatches": [
        {
          "to": 17,
          "from": 14,
          "name": "Pre Mortem",
          "slug": "19-pre-mortem",
          "bestFor": "Project kick-offs, risk management, building trust with skeptical stakeholders",
          "matchId": "019dd95a-088b-72c8-b7e0-881190156e72",
          "evidence": "p.14 lists four watch-outs (failure modes); p.15-17 prescribe how to avoid each (cash the check, manage tech costs, governance).",
          "position": 4,
          "objective": "Surface failure modes and prescribe prevention",
          "structure": "The Future Disaster (Hypothetical) -> What Went Wrong -> The Prevention Plan",
          "confidence": 82,
          "description": "Build trust by anticipating failure modes before they happen and solving them in advance"
        }
      ],
      "arcBeatMatches": [
        {
          "to": 19,
          "from": 14,
          "beatId": "019dd95a-0701-77fe-ae97-b23a40964a86",
          "arcName": "The Consultant's Gambit",
          "arcSlug": "consultants-gambit",
          "beatName": "Impact & Next Steps",
          "beatSlug": "consultants-gambit-impact-next-steps",
          "evidence": "Watch-outs, governance triangle, summary, BCG contacts.",
          "position": 5,
          "confidence": 92,
          "parentBeatName": "Resolution",
          "parentBeatSlug": "resolution"
        },
        {
          "to": 18,
          "from": 14,
          "beatId": "019dd95a-0701-77fe-ae97-bc24633e9a53",
          "arcName": "The Triple Take",
          "arcSlug": "triple-take",
          "beatName": "The Action (Now What)",
          "beatSlug": "triple-take-the-action-now-what",
          "evidence": "Watch-outs, governance, summary actions.",
          "position": 3,
          "confidence": 55,
          "parentBeatName": "Resolution",
          "parentBeatSlug": "resolution"
        }
      ],
      "imagePathAlt": null,
      "thumbSrc": null,
      "thumbSrcAlt": null,
      "locked": true
    }
  ]
}