{
  "apiVersion": "v1",
  "passage": {
    "id": "uber-activity-metrics-not-business-outcomes-cfo-asked-impact-revenue-2026",
    "text": "… the issue is that these are activity metrics … These are not necessarily business outcomes. … when we start talking about the costs of this technology, … our CFO has asked me, what is the impact of this … I can't point him to diffs. I need to show him what's the impact on revenue. I'm sure you folks are dealing with the same problem. This is not necessarily a solved problem for us.",
    "context": "Chadha is describing the gap between the activity metrics Uber tracks for AI use and the business outcomes its CFO asks about.",
    "speaker": "Anshu Chadha",
    "speakerId": "anshu-chadha",
    "speakerUrl": "https://the-ai-record.com/people/anshu-chadha",
    "speakerLevel": "leader",
    "role": "Director of Engineering, Dev Platform, Uber",
    "voice": "person",
    "organization": "Uber",
    "organizationId": "uber",
    "organizationUrl": "https://the-ai-record.com/organizations/uber",
    "aiVendor": false,
    "work": {
      "title": "Uber: Leading engineering through an agentic shift - The Pragmatic Summit",
      "type": "talk",
      "date": "2026-03-10",
      "publisher": "The Pragmatic Engineer (YouTube)",
      "locator": "35:07",
      "url": "https://www.youtube.com/watch?v=i1tZN41VKcE"
    },
    "grade": "B",
    "gradeMeaning": "The organization's own post, paper or talk.",
    "verification": {
      "status": "verified",
      "meaning": "An independent second reader re-fetched the source and confirmed the wording.",
      "reviewedOn": "2026-11-04"
    },
    "topics": [
      "measuring-impact",
      "ai-cost-and-spend"
    ],
    "functions": [
      "engineering",
      "finance"
    ],
    "figures": [],
    "url": "https://the-ai-record.com/passages/uber-activity-metrics-not-business-outcomes-cfo-asked-impact-revenue-2026",
    "json": "https://the-ai-record.com/api/v1/passages/uber-activity-metrics-not-business-outcomes-cfo-asked-impact-revenue-2026.json"
  },
  "notice": [
    "Every passage is reproduced word for word from the cited source.",
    "Check the verification status: \"reported\" means not yet confirmed by an independent second reader.",
    "Organizations flagged aiVendor sell AI tools or services and have a reason to publish flattering numbers.",
    "An empty result means the archive holds nothing on it, not that nobody has said anything."
  ]
}