{
  "docId": "019dd923-5ca1-7489-b635-6448b5a40ced",
  "docSlug": "1c4914e993be3f96",
  "documentTitle": "AI-Enabled Engineering Excellence",
  "authorId": "BCG",
  "authorName": "BCG",
  "documentKindSlug": "consulting-deck",
  "documentKindLabel": "Consulting deck",
  "sourceTypeSlug": "strategy_consulting",
  "sourceTypeLabel": "Strategy consulting",
  "presentationDate": null,
  "orientation": "landscape",
  "aspectRatio": 1.778,
  "pageNumber": 21,
  "pageCount": 25,
  "prevPage": 20,
  "nextPage": 22,
  "slideType": "risk_register",
  "function": "diagnose",
  "density": "balanced",
  "nDataPoints": 0,
  "notes": "The slide uses a visual legend for risk severity (pie charts) and categorizes risks into traditional vs GenAI-specific.",
  "elementsJson": [
    "headline_text",
    "icon_grid",
    "callout_box"
  ],
  "metadataConfidence": 1,
  "imagePath": null,
  "slideHref": "/slides/019dd923-5ca1-7489-b635-6448b5a40ced/21",
  "deckHref": "/decks/019dd923-5ca1-7489-b635-6448b5a40ced",
  "deckJsonHref": "/decks/019dd923-5ca1-7489-b635-6448b5a40ced.json",
  "deckAnchorHref": "/decks/019dd923-5ca1-7489-b635-6448b5a40ced#slide-21",
  "components": [
    {
      "bbox": {
        "h": 0.6,
        "w": 0.2,
        "x": 0.78,
        "y": 0.2
      },
      "kind": "callout",
      "text": "To mitigate these risks, companies should implement: A holistic change program, An engineering enablement team, Identify all risks, assess mitigations, and create a solid plan to implement mitigations",
      "attrs": null,
      "subkind": "primary",
      "toolName": null,
      "toolSlug": null,
      "confidence": null,
      "componentId": "65a86754-25f7-4d10-9e7d-2ce24c4bb8c0",
      "frameworkName": null,
      "frameworkSlug": null
    },
    {
      "bbox": null,
      "kind": "callout",
      "text": "To mitigate these risks, companies should implement: A holistic change program, An engineering enablement team, Identify all risks, assess mitigations, and create a solid plan to implement mitigations.",
      "attrs": null,
      "subkind": null,
      "toolName": "Visual emphasis",
      "toolSlug": "visual-emphasis",
      "confidence": null,
      "componentId": "019dd951-acb5-76f0-a0b1-621a714b5aa3",
      "frameworkName": null,
      "frameworkSlug": null
    },
    {
      "bbox": {
        "h": 0.05,
        "w": 0.4,
        "x": 0.05,
        "y": 0.9
      },
      "kind": "legend",
      "text": "Level of urgency and impact for organizations integrating GenAI in the SDLC: min to max",
      "attrs": null,
      "subkind": null,
      "toolName": null,
      "toolSlug": null,
      "confidence": null,
      "componentId": "5a61cea6-33f8-4417-8197-c487a8128b47",
      "frameworkName": null,
      "frameworkSlug": null
    },
    {
      "bbox": {
        "h": 0.6,
        "w": 0.7,
        "x": 0.05,
        "y": 0.25
      },
      "kind": "list",
      "text": "Biased outputs, Privacy violations, Lack of human controls, Lack of explainability, Insecure code generation, Unintended side effects, Leaks of proprietary data, Informal use of AI, Copyright infringement, Undesired outcomes, Hallucinations, High energy consumption",
      "attrs": null,
      "subkind": "bullet",
      "toolName": null,
      "toolSlug": null,
      "confidence": null,
      "componentId": "f0197953-b903-4ea9-bde2-df43869adc71",
      "frameworkName": null,
      "frameworkSlug": null
    },
    {
      "bbox": {
        "h": 0.1,
        "w": 0.85,
        "x": 0.05,
        "y": 0.05
      },
      "kind": "title",
      "text": "Risks | As companies explore AI, understanding and mitigating risks are critical for responsible adoption",
      "attrs": null,
      "subkind": "headline",
      "toolName": null,
      "toolSlug": null,
      "confidence": null,
      "componentId": "083b6409-ae3b-492b-a4e1-1ac5da9239c0",
      "frameworkName": null,
      "frameworkSlug": null
    }
  ],
  "metrics": [],
  "tools": [
    {
      "name": "MECE Principle",
      "slug": "mece-principle",
      "agent": "Architect",
      "layer": "block",
      "matchId": "019dd95a-12a5-7665-b6f8-c31ddf18349c",
      "evidence": "12 distinct risk categories split traditional vs GenAI-specific.",
      "confidence": 75
    },
    {
      "name": "Action Titles",
      "slug": "action-titles",
      "agent": "Architect",
      "layer": "slide",
      "matchId": "019dd95a-12a5-7665-b6f8-be7872aaae67",
      "evidence": "Title: 'understanding and mitigating risks are critical for responsible adoption'.",
      "confidence": 80
    }
  ],
  "frameworks": [
    {
      "name": "risk-register",
      "slug": null,
      "matchId": "90124010-100d-4b59-8071-d4c61287f731",
      "evidence": "Categorization of risks with impact levels and mitigation strategies",
      "confidence": 0.9
    }
  ],
  "arcBeats": [
    {
      "to": 23,
      "from": 19,
      "beatId": "019dd95a-0702-74a3-87d9-0cc2c1c06285",
      "arcName": "The Consultant's Gambit",
      "arcSlug": "consultants-gambit",
      "beatName": "Impact & Next Steps",
      "beatSlug": "consultants-gambit-impact-next-steps",
      "evidence": "Requirements, short/long-term actions, risks, getting started, CIO next steps",
      "position": 5,
      "confidence": 92,
      "parentBeatName": "Resolution",
      "parentBeatSlug": "resolution"
    }
  ],
  "loops": [
    {
      "to": 23,
      "from": 21,
      "name": "Scenario Fork",
      "slug": "35-scenario-fork",
      "bestFor": "Strategic planning, risk analysis, board presentations",
      "matchId": "019dd95a-088b-72c8-b7e1-77165b0c1068",
      "evidence": "Risk register, then 4 tech-state archetypes with tailored approaches, then CIO next steps.",
      "position": 9,
      "objective": "Map risks and segment-specific starting moves for CIOs",
      "structure": "The Decision Point -> Scenario A (If X) -> Scenario B (If Y) -> Scenario C (If Z) -> Recommendation",
      "confidence": 70,
      "description": "Present multiple futures based on different assumptions or decisions"
    }
  ],
  "imagePathAlt": null,
  "thumbSrc": null,
  "thumbSrcAlt": null,
  "locked": true
}