{
  "docId": "019dd923-5e88-73ef-bd5d-1cf213fe3436",
  "docSlug": "cac156fc34f3ba19",
  "documentTitle": "2024 Executive Perspectives Human Resources",
  "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,
  "pageCount": 22,
  "prevPage": 2,
  "nextPage": 4,
  "slideType": "executive_summary",
  "function": "summarize",
  "density": "overcrowded",
  "nDataPoints": 6,
  "notes": "The slide uses a three-part structure to summarize the strategic outlook for GenAI in HR.",
  "elementsJson": [
    "headline_text",
    "bullet_list",
    "callout_box"
  ],
  "metadataConfidence": 1,
  "imagePath": null,
  "slideHref": "/slides/019dd923-5e88-73ef-bd5d-1cf213fe3436/3",
  "deckHref": "/decks/019dd923-5e88-73ef-bd5d-1cf213fe3436",
  "deckJsonHref": "/decks/019dd923-5e88-73ef-bd5d-1cf213fe3436.json",
  "deckAnchorHref": "/decks/019dd923-5e88-73ef-bd5d-1cf213fe3436#slide-3",
  "components": [
    {
      "bbox": null,
      "kind": "callout",
      "text": "GenAI will enable HR to deliver against new demands, foundational investments will be required to capture value, and HR leaders must act now.",
      "attrs": null,
      "subkind": null,
      "toolName": "Visual emphasis",
      "toolSlug": "visual-emphasis",
      "confidence": null,
      "componentId": "019dd952-47c7-738e-b70f-8b975116a644",
      "frameworkName": null,
      "frameworkSlug": null
    },
    {
      "bbox": {
        "h": 0.2,
        "w": 0.72,
        "x": 0.23,
        "y": 0.493
      },
      "kind": "list",
      "text": "Org and op model: Reorienting around employee experience, with new roles to shape and govern GenAI; Talent and skills: Up/re-skilling and hiring specialists to address 55-75% skill disruption in key HR roles; Data, tech, and partnerships: Preparing data and infrastructure, partnering to assemble portfolio of tools; Risk and responsible AI: Addressing potential bias and ensuring compliance with regulatory requirements; Change management: Taking a science-backed approach to change behaviors and drive adoption",
      "attrs": null,
      "subkind": "bullet",
      "toolName": null,
      "toolSlug": null,
      "confidence": null,
      "componentId": "5d8a48d7-6f85-4d7b-8671-068c585dc099",
      "frameworkName": null,
      "frameworkSlug": null
    },
    {
      "bbox": {
        "h": 0.2,
        "w": 0.15,
        "x": 0.05,
        "y": 0.243
      },
      "kind": "list",
      "text": "GenAI will enable HR to deliver against new demands",
      "attrs": null,
      "subkind": "bullet",
      "toolName": null,
      "toolSlug": null,
      "confidence": null,
      "componentId": "7c7a7de3-7e9e-4ad9-9d46-f923d96f6f18",
      "frameworkName": null,
      "frameworkSlug": null
    },
    {
      "bbox": {
        "h": 0.15,
        "w": 0.15,
        "x": 0.05,
        "y": 0.743
      },
      "kind": "list",
      "text": "HR leaders must act now",
      "attrs": null,
      "subkind": "bullet",
      "toolName": null,
      "toolSlug": null,
      "confidence": null,
      "componentId": "b24e7cd8-bfc9-40b9-970a-a5e30b294bdb",
      "frameworkName": null,
      "frameworkSlug": null
    },
    {
      "bbox": {
        "h": 0.2,
        "w": 0.15,
        "x": 0.05,
        "y": 0.493
      },
      "kind": "list",
      "text": "Foundational investments will be required to capture value",
      "attrs": null,
      "subkind": "bullet",
      "toolName": null,
      "toolSlug": null,
      "confidence": null,
      "componentId": "f6a85905-f5e6-48d6-80a9-5bf535d96020",
      "frameworkName": null,
      "frameworkSlug": null
    },
    {
      "bbox": null,
      "kind": "metric",
      "text": "productivity improvement: 20-40%",
      "attrs": null,
      "subkind": "primary",
      "toolName": "Quantification",
      "toolSlug": "quantification",
      "confidence": null,
      "componentId": "019dd952-47c7-738e-b70f-8dbc51fe0c50",
      "frameworkName": null,
      "frameworkSlug": null
    },
    {
      "bbox": {
        "h": 0.2,
        "w": 0.72,
        "x": 0.23,
        "y": 0.243
      },
      "kind": "paragraph",
      "text": "The changing nature of work is placing unprecedented demands on HR... To meet these demands, HR can leverage Generative AI (GenAI) to become more productive, effective, and engaged (e.g., ~20-40% productivity improvement). In the near term, many leaders are starting with significant opportunities in recruiting (e.g., 20-25% near-term cost reduction) and admin.",
      "attrs": null,
      "subkind": "paragraph",
      "toolName": null,
      "toolSlug": null,
      "confidence": null,
      "componentId": "2f30c5c1-eeca-4b9c-a562-531206005ef2",
      "frameworkName": null,
      "frameworkSlug": null
    },
    {
      "bbox": {
        "h": 0.15,
        "w": 0.72,
        "x": 0.23,
        "y": 0.743
      },
      "kind": "paragraph",
      "text": "Most leaders are already taking action with GenAI in HR (e.g., among enterprises already deploying GenAI, 70-80% are using it in HR). To get started, HR leaders must build integrated implementation roadmaps, upskill fellow leaders, and prepare HR data and guardrails to ensure reliability, compliance, and sustained value capture",
      "attrs": null,
      "subkind": "paragraph",
      "toolName": null,
      "toolSlug": null,
      "confidence": null,
      "componentId": "73894699-1e9c-4b16-92d4-ea09681704b1",
      "frameworkName": null,
      "frameworkSlug": null
    },
    {
      "bbox": {
        "h": 0.08,
        "w": 0.9,
        "x": 0.05,
        "y": 0.05
      },
      "kind": "title",
      "text": "Executive summary | Unlocking impact from GenAI in human resources",
      "attrs": null,
      "subkind": "headline",
      "toolName": null,
      "toolSlug": null,
      "confidence": null,
      "componentId": "5dc740e7-e789-4413-955f-221ce1ab3291",
      "frameworkName": null,
      "frameworkSlug": null
    }
  ],
  "metrics": [],
  "tools": [
    {
      "name": "Pyramid Principle",
      "slug": "pyramid-principle",
      "agent": "Architect",
      "layer": "block",
      "matchId": "019dd95a-1154-7527-a5de-c9d11da3d2b8",
      "evidence": "Answer-first exec summary with three supporting message clusters.",
      "confidence": 85
    },
    {
      "name": "SCQA Framework",
      "slug": "scqa-framework",
      "agent": "Architect",
      "layer": "block",
      "matchId": "019dd95a-1154-7527-a5de-cfd270d90f9c",
      "evidence": "Situation (new demands) -> Complication (investment needed) -> Answer (act now).",
      "confidence": 80
    },
    {
      "name": "Three Pillars",
      "slug": "three-pillars",
      "agent": "Architect",
      "layer": "block",
      "matchId": "019dd95a-1154-7527-a5de-d228fa147897",
      "evidence": "Three MECE pillars on the left: enable / invest / act.",
      "confidence": 75
    },
    {
      "name": "2x2 matrix",
      "slug": "matrix-2x2",
      "agent": null,
      "layer": "slide",
      "matchId": "e8e9d08d-afaa-4034-ba31-c70ef6a02e2b",
      "evidence": "list/bullet: Org and op model: Reorienting around employee experience, with new roles to shape and govern GenAI; Talent and skills: Up/re-skilling and hiring specialists to address 55-75% skill disruption in key HR roles",
      "confidence": 0.5
    },
    {
      "name": "Action Titles",
      "slug": "action-titles",
      "agent": "Architect",
      "layer": "slide",
      "matchId": "019dd95a-1154-7527-a5de-bdd43bdabc60",
      "evidence": "Title states the verdict: 'Unlocking impact from GenAI in human resources'.",
      "confidence": 95
    },
    {
      "name": "Executive summary",
      "slug": "executive-summary",
      "agent": null,
      "layer": "slide",
      "matchId": "92ef7017-5c4e-4903-a15d-d53c9b474d24",
      "evidence": "type: executive_summary",
      "confidence": 0.9
    },
    {
      "name": "Headline Test",
      "slug": "headline-test",
      "agent": "Architect",
      "layer": "slide",
      "matchId": "019dd95a-1154-7527-a5de-c4617aa067bd",
      "evidence": "Three left-column labels summarize the full argument as standalone headlines.",
      "confidence": 80
    },
    {
      "name": "So What? Test",
      "slug": "so-what-test",
      "agent": "Architect",
      "layer": "slide",
      "matchId": "019dd95a-1154-7527-a5de-c22d11b944a6",
      "evidence": "Three labelled rows answer: enable demands / require investment / act now.",
      "confidence": 85
    }
  ],
  "frameworks": [],
  "arcBeats": [
    {
      "to": 4,
      "from": 1,
      "beatId": "019dd95a-0682-776c-8e38-a29be9bcab0d",
      "arcName": "The Consultant's Gambit",
      "arcSlug": "consultants-gambit",
      "beatName": "Situation & Context",
      "beatSlug": "consultants-gambit-situation-context",
      "evidence": "Cover, intro, exec summary and 'unprecedented demands' frame the situation.",
      "position": 1,
      "confidence": 92,
      "parentBeatName": "Setup",
      "parentBeatSlug": "setup"
    }
  ],
  "loops": [],
  "imagePathAlt": null,
  "thumbSrc": null,
  "thumbSrcAlt": null,
  "locked": true
}