{
  "docId": "019dd923-5de0-76bd-a167-291ffbda2a99",
  "docSlug": "5821f52071518580",
  "documentTitle": "KPMG global AI in finance report",
  "authorId": "KPMG",
  "authorName": "KPMG",
  "documentKindSlug": "consulting-deck",
  "documentKindLabel": "Consulting deck",
  "sourceTypeSlug": "strategy_consulting",
  "sourceTypeLabel": "Strategy consulting",
  "presentationDate": null,
  "orientation": "landscape",
  "aspectRatio": 1.778,
  "pageNumber": 14,
  "pageCount": 24,
  "prevPage": 13,
  "nextPage": 15,
  "slideType": "kpi_dashboard",
  "function": "quantify_impact",
  "density": "overcrowded",
  "nDataPoints": 15,
  "notes": "The slide uses two charts to demonstrate that higher AI maturity correlates with both a higher number of benefits realized and a higher likelihood of exceeding ROI expectations.",
  "elementsJson": [
    "headline_text",
    "paragraph",
    "bar_chart_vertical",
    "bar_chart_stacked"
  ],
  "metadataConfidence": 1,
  "imagePath": null,
  "slideHref": "/slides/019dd923-5de0-76bd-a167-291ffbda2a99/14",
  "deckHref": "/decks/019dd923-5de0-76bd-a167-291ffbda2a99",
  "deckJsonHref": "/decks/019dd923-5de0-76bd-a167-291ffbda2a99.json",
  "deckAnchorHref": "/decks/019dd923-5de0-76bd-a167-291ffbda2a99#slide-14",
  "components": [
    {
      "bbox": null,
      "kind": "callout",
      "text": "Just as the benefits from AI rise with its usage, so does the return on investment.",
      "attrs": null,
      "subkind": null,
      "toolName": "Visual emphasis",
      "toolSlug": "visual-emphasis",
      "confidence": null,
      "componentId": "019dd951-c7c6-71dc-a477-a566e9fc944e",
      "frameworkName": null,
      "frameworkSlug": null
    },
    {
      "bbox": {
        "h": 0.45,
        "w": 0.433,
        "x": 0.513,
        "y": 0.298
      },
      "kind": "chart",
      "text": "Figure 9: Level of AI-ROI expectations being met",
      "attrs": null,
      "subkind": "bar-stacked-100pct",
      "toolName": null,
      "toolSlug": null,
      "confidence": null,
      "componentId": "5534a1ed-3f75-4bee-9c7c-1c7d1619dc70",
      "frameworkName": null,
      "frameworkSlug": null
    },
    {
      "bbox": {
        "h": 0.27,
        "w": 0.333,
        "x": 0.067,
        "y": 0.412
      },
      "kind": "chart",
      "text": "Figure 8: Average number of benefits seen",
      "attrs": null,
      "subkind": "bar-vertical",
      "toolName": null,
      "toolSlug": null,
      "confidence": null,
      "componentId": "79cde574-1eb5-478f-8cfe-da309844a8d3",
      "frameworkName": null,
      "frameworkSlug": null
    },
    {
      "bbox": null,
      "kind": "metric",
      "text": "AI-ROI expectations: 57%",
      "attrs": null,
      "subkind": "primary",
      "toolName": "Quantification",
      "toolSlug": "quantification",
      "confidence": null,
      "componentId": "019dd951-c7c6-71dc-a477-aa6a73e91ea8",
      "frameworkName": null,
      "frameworkSlug": null
    },
    {
      "bbox": {
        "h": 0.06,
        "w": 0.433,
        "x": 0.067,
        "y": 0.228
      },
      "kind": "paragraph",
      "text": "Leaders report five main clusters of benefits from the use of AI in finance. The top one revolves around AI's capacity to bring data to life: improving its accuracy by automatically finding and correcting errors, as well as generating deeper data insights and predictive analysis for better decision-making.",
      "attrs": null,
      "subkind": "paragraph",
      "toolName": null,
      "toolSlug": null,
      "confidence": null,
      "componentId": "37b6aaaf-f917-47df-9570-b9e77601db8b",
      "frameworkName": null,
      "frameworkSlug": null
    },
    {
      "bbox": {
        "h": 0.018,
        "w": 0.227,
        "x": 0.513,
        "y": 0.138
      },
      "kind": "paragraph",
      "text": "Leaders drive greater ROI from AI",
      "attrs": null,
      "subkind": "paragraph",
      "toolName": null,
      "toolSlug": null,
      "confidence": null,
      "componentId": "49fb5370-df8d-46ee-bef7-03ead680f67a",
      "frameworkName": null,
      "frameworkSlug": null
    },
    {
      "bbox": {
        "h": 0.045,
        "w": 0.433,
        "x": 0.067,
        "y": 0.175
      },
      "kind": "paragraph",
      "text": "As the use of AI in finance grows, the dividends multiply. When starting out, finance teams report two to three benefits. By the time they are leaders, the number is seven.",
      "attrs": null,
      "subkind": "paragraph",
      "toolName": null,
      "toolSlug": null,
      "confidence": null,
      "componentId": "6660e692-6b73-4482-b164-9445570bdf70",
      "frameworkName": null,
      "frameworkSlug": null
    },
    {
      "bbox": {
        "h": 0.06,
        "w": 0.433,
        "x": 0.513,
        "y": 0.175
      },
      "kind": "paragraph",
      "text": "Just as the benefits from AI rise with its usage, so does the return on investment. This can be seen in the reported results: one-quarter of beginners report higher-than-expected ROI on AI, compared with 57 percent of leaders. Here are some of the leading ways that AI benefits are driving ROI, according to surveyed executives:",
      "attrs": null,
      "subkind": "paragraph",
      "toolName": null,
      "toolSlug": null,
      "confidence": null,
      "componentId": "6c5687af-5f92-4a08-8e50-f660e2df25f5",
      "frameworkName": null,
      "frameworkSlug": null
    },
    {
      "bbox": {
        "h": 0.018,
        "w": 0.227,
        "x": 0.067,
        "y": 0.138
      },
      "kind": "paragraph",
      "text": "Leaders see greater AI benefits",
      "attrs": null,
      "subkind": "paragraph",
      "toolName": null,
      "toolSlug": null,
      "confidence": null,
      "componentId": "83050199-a5c8-49d0-a64a-cb620fca0f27",
      "frameworkName": null,
      "frameworkSlug": null
    },
    {
      "bbox": {
        "h": 0.045,
        "w": 0.433,
        "x": 0.067,
        "y": 0.301
      },
      "kind": "paragraph",
      "text": "Together with other widespread benefits including greater speed to insight, lower costs, increased efficiency and productivity, and more highly skilled staff (increasing talent attraction and retention) — the upsides are compelling.",
      "attrs": null,
      "subkind": "paragraph",
      "toolName": null,
      "toolSlug": null,
      "confidence": null,
      "componentId": "c1d092f9-589f-44de-ae15-ecac7338c90b",
      "frameworkName": null,
      "frameworkSlug": null
    },
    {
      "bbox": {
        "h": 0.02,
        "w": 0.15,
        "x": 0.424,
        "y": 0.025
      },
      "kind": "title",
      "text": "How AI leaders drive ROI",
      "attrs": null,
      "subkind": "headline",
      "toolName": null,
      "toolSlug": null,
      "confidence": null,
      "componentId": "803ab534-81b7-44a3-8057-a353356d51ea",
      "frameworkName": null,
      "frameworkSlug": null
    }
  ],
  "metrics": [
    {
      "metricRaw": "AI-ROI expectations",
      "numberRaw": "57%",
      "numberKind": "percent",
      "actionTitle": "Leaders see greater AI benefits",
      "calloutText": "Just as the benefits from AI rise with its usage, so does the return on investment.",
      "numberScale": null,
      "numberValue": 57,
      "metricFamily": "margin_return",
      "numberCurrency": null
    }
  ],
  "tools": [],
  "frameworks": [],
  "arcBeats": [
    {
      "to": 14,
      "from": 10,
      "beatId": "34213390-225c-4c4c-b9cc-58192a1b8d08",
      "arcName": "The Consultant's Gambit",
      "arcSlug": "consultants-gambit",
      "beatName": "Solution & Approach",
      "beatSlug": "consultants-gambit-solution-approach",
      "evidence": "The document presents how AI leaders drive ROI.",
      "position": 2,
      "confidence": 0.8,
      "parentBeatName": "Turn",
      "parentBeatSlug": "turn"
    }
  ],
  "loops": [],
  "imagePathAlt": null,
  "thumbSrc": null,
  "thumbSrcAlt": null,
  "locked": true
}