{
  "docId": "019dd923-5de0-76bd-a169-416fdfe812b7",
  "docSlug": "adf6c6f5a59d628c",
  "documentTitle": "Maximizing Value Potential from AI in 2025",
  "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,
  "pageCount": 28,
  "prevPage": 10,
  "nextPage": 12,
  "slideType": "impact_sizing",
  "function": "quantify_impact",
  "density": "overcrowded",
  "nDataPoints": 1,
  "notes": "The slide uses a 'From/To' framework to contrast legacy processes with AI-enabled ones, and highlights specific risk categories like human rights and insolvency.",
  "elementsJson": [
    "screenshot",
    "callout_box",
    "process_diagram",
    "pyramid"
  ],
  "metadataConfidence": 0.95,
  "imagePath": null,
  "slideHref": "/slides/019dd923-5de0-76bd-a169-416fdfe812b7/11",
  "deckHref": "/decks/019dd923-5de0-76bd-a169-416fdfe812b7",
  "deckJsonHref": "/decks/019dd923-5de0-76bd-a169-416fdfe812b7.json",
  "deckAnchorHref": "/decks/019dd923-5de0-76bd-a169-416fdfe812b7#slide-11",
  "components": [
    {
      "bbox": {
        "h": 0.2,
        "w": 0.2,
        "x": 0.3,
        "y": 0.35
      },
      "kind": "callout",
      "text": "AI predicts risks like supplier failures early, providing an opportunity to act before they impact the business. If a higher risk exposure is assessed, risk mitigation measures are enforced. Examples of risks: geopolitical, operational, financial, sustainability, reputational, etc.",
      "attrs": null,
      "subkind": "primary",
      "toolName": null,
      "toolSlug": null,
      "confidence": null,
      "componentId": "587f318a-aea8-4284-a313-abade4b0a28b",
      "frameworkName": null,
      "frameworkSlug": null
    },
    {
      "bbox": {
        "h": 0.25,
        "w": 0.3,
        "x": 0.65,
        "y": 0.3
      },
      "kind": "callout",
      "text": "Example: Human rights risk. AI monitors key risk factors across suppliers, products, locations, and sectors to warn buyers of potential supplier issues.",
      "attrs": null,
      "subkind": "primary",
      "toolName": null,
      "toolSlug": null,
      "confidence": null,
      "componentId": "5dc26828-b441-482a-a9bf-6ed548f25dc8",
      "frameworkName": null,
      "frameworkSlug": null
    },
    {
      "bbox": {
        "h": 0.2,
        "w": 0.3,
        "x": 0.65,
        "y": 0.65
      },
      "kind": "callout",
      "text": "Example: Insolvency risk. AI analyzes multiple factors to assess the risk of suppliers going bankrupt, so buyers can make informed decisions.",
      "attrs": null,
      "subkind": "primary",
      "toolName": null,
      "toolSlug": null,
      "confidence": null,
      "componentId": "8dabe2be-80fe-413d-b2e2-fddc05242bc2",
      "frameworkName": null,
      "frameworkSlug": null
    },
    {
      "bbox": null,
      "kind": "callout",
      "text": "AI predicts risks like supplier failures early, providing an opportunity to act before they impact the business.",
      "attrs": null,
      "subkind": null,
      "toolName": "Visual emphasis",
      "toolSlug": "visual-emphasis",
      "confidence": null,
      "componentId": "019dd952-048e-7031-a3c4-128622bf2238",
      "frameworkName": null,
      "frameworkSlug": null
    },
    {
      "bbox": {
        "h": 0.35,
        "w": 0.45,
        "x": 0.35,
        "y": 0.25
      },
      "kind": "image",
      "text": "BCG's AI-powered supplier risk radar",
      "attrs": null,
      "subkind": "screenshot",
      "toolName": null,
      "toolSlug": null,
      "confidence": null,
      "componentId": "4767a951-bcac-42ef-bded-8b0d089fee48",
      "frameworkName": null,
      "frameworkSlug": null
    },
    {
      "bbox": {
        "h": 0.3,
        "w": 0.2,
        "x": 0.05,
        "y": 0.25
      },
      "kind": "list",
      "text": "FROM... Time-consuming process of collecting and analyzing a wide range of data, often limited to only strategic suppliers. TO... Real-time rapid evaluation of the entire supply base on the basis of various risk factors and proactive risk mitigation",
      "attrs": null,
      "subkind": "bullet",
      "toolName": null,
      "toolSlug": null,
      "confidence": null,
      "componentId": "4405b803-f28e-4ae4-b9b8-b20aa410f50e",
      "frameworkName": null,
      "frameworkSlug": null
    },
    {
      "bbox": {
        "h": 0.1,
        "w": 0.1,
        "x": 0.25,
        "y": 0.8
      },
      "kind": "metric",
      "text": "1/2 Risks",
      "attrs": null,
      "subkind": "big-number",
      "toolName": null,
      "toolSlug": null,
      "confidence": null,
      "componentId": "07220f2d-319e-4ad8-9035-d178b21eb851",
      "frameworkName": null,
      "frameworkSlug": null
    },
    {
      "bbox": null,
      "kind": "metric",
      "text": "Risk reduction: 1/2",
      "attrs": null,
      "subkind": "primary",
      "toolName": "Quantification",
      "toolSlug": "quantification",
      "confidence": null,
      "componentId": "019dd952-048e-7031-a3c4-14de5bafe886",
      "frameworkName": null,
      "frameworkSlug": null
    },
    {
      "bbox": {
        "h": 0.02,
        "w": 0.05,
        "x": 0.05,
        "y": 0.95
      },
      "kind": "source-note",
      "text": "Source: BCG",
      "attrs": null,
      "subkind": null,
      "toolName": null,
      "toolSlug": null,
      "confidence": null,
      "componentId": "ba1e9331-f7ee-49e3-9f53-8fe53bfec891",
      "frameworkName": null,
      "frameworkSlug": null
    },
    {
      "bbox": {
        "h": 0.1,
        "w": 0.85,
        "x": 0.05,
        "y": 0.05
      },
      "kind": "title",
      "text": "Risk | AI halves the risks along the entire supply chain for all suppliers, detecting any missing supplier information immediately",
      "attrs": null,
      "subkind": "headline",
      "toolName": null,
      "toolSlug": null,
      "confidence": null,
      "componentId": "00b45185-a84d-4d26-ac1c-a80fbd8bf891",
      "frameworkName": null,
      "frameworkSlug": null
    }
  ],
  "metrics": [],
  "tools": [
    {
      "name": "Action Titles",
      "slug": "action-titles",
      "agent": "Architect",
      "layer": "slide",
      "matchId": "019dd95a-13ee-7068-9795-e4cdcdf7d407",
      "evidence": "'AI halves the risks along the entire supply chain...'.",
      "confidence": 90
    },
    {
      "name": "Concrete Language",
      "slug": "concrete-language",
      "agent": "Storyteller",
      "layer": "slide",
      "matchId": "019dd95a-13ee-7068-9795-e9d89a153b1c",
      "evidence": "Quantified '1/2 risk' framing in title and visual.",
      "confidence": 80
    },
    {
      "name": "Waterfall chart",
      "slug": "waterfall-chart",
      "agent": null,
      "layer": "slide",
      "matchId": "6ea2d0be-588c-46df-b7c8-76daa3ab683b",
      "evidence": "The slide mentions 'Risk reduction: 1/2' and features a callout about AI predicting risks, which aligns with the structure of a waterfall chart.",
      "confidence": 0.7
    }
  ],
  "frameworks": [
    {
      "name": "before-after-framing",
      "slug": null,
      "matchId": "55b2bb09-eca5-4657-8a9b-c0a269bacbb2",
      "evidence": "The slide explicitly uses a 'FROM... TO...' structure to contrast current and future states.",
      "confidence": 1
    }
  ],
  "arcBeats": [
    {
      "to": 21,
      "from": 10,
      "beatId": "019dd95a-0702-74a3-87de-004f5b283380",
      "arcName": "The Consultant's Gambit",
      "arcSlug": "consultants-gambit",
      "beatName": "Solution & Approach",
      "beatSlug": "consultants-gambit-solution-approach",
      "evidence": "AI-augmented value chain (p10) and 4 pillars deep dive (p15-21).",
      "position": 3,
      "confidence": 92,
      "parentBeatName": "Turn",
      "parentBeatSlug": "turn"
    },
    {
      "to": 14,
      "from": 5,
      "beatId": "019dd95a-0702-74a3-87de-10eb5fadbee7",
      "arcName": "The Transformation Tale",
      "arcSlug": "transformation-tale",
      "beatName": "Future Vision (Gain)",
      "beatSlug": "transformation-tale-future-vision-gain",
      "evidence": "Revolutionized house with 2x value, 70% capacity, case proof points.",
      "position": 2,
      "confidence": 65,
      "parentBeatName": "Turn",
      "parentBeatSlug": "turn"
    }
  ],
  "loops": [
    {
      "to": 12,
      "from": 10,
      "name": "Value Chain Walk",
      "slug": "44-value-chain-walk",
      "bestFor": "Operations improvement, cost reduction, competitive advantage",
      "matchId": "019dd95a-088b-72c8-b7e5-a8e8cbfbcd3f",
      "evidence": "p10 shows source-to-contract and procure-to-pay value chain with 8 stages, then risk and headcount impact.",
      "position": 3,
      "objective": "Walk AI impact across the procurement value chain",
      "structure": "Input -> Process Step 1 -> Process Step 2 -> Process Step 3 -> Output -> Value Assessment",
      "confidence": 90,
      "description": "Walk through each step of the value chain to identify where value is created or destroyed"
    }
  ],
  "imagePathAlt": null,
  "thumbSrc": null,
  "thumbSrcAlt": null,
  "locked": true
}