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  "created_at": "2026-06-11T13:00:11.857Z",
  "updated_at": "2026-06-11T13:13:47.044Z",
  "title": "AI ROI Gets Outcome-Specific",
  "description": "The next FinOps shift: measuring AI by repeatable use cases, business outcomes, and smarter governance—not just cost cuts or dashboards.",
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  "language": "en",
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    "transcript_url": "https://reelsbuilder.ai/video/6a2ab15b3df85cfb35388985/transcript.txt",
    "transcript": "I think better concentration on what value actually means, because especially in the AI world, you know, we're not, talking necessarily about just cost anymore. \n\nSo we've done that on the FinOps side. FinOps is more about not just saving money, but about making better business decisions and adding to that business value. \n\nAnd so with AI, if you don't always have that cost lever to pull, it really is about the outcomes that you're getting from it. \n\nSo I think we're going to see more about how people are able to get that ROI on AI, and probably more specifics on tasks that we can replicate at different companies to be able to govern it better and optimize. \n\nSo the valuation, metric will be outcome use case specific? I think so, I hope so, but yeah. That would be the perfect scenario versus a bunch of data reporting.",
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    "summary": "The next FinOps shift: measuring AI by repeatable use cases, business outcomes, and smarter governance—not just cost cuts or dashboards.",
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    "source_links": [
      {
        "label": "Beyond Cost: The Future of AI ROI and Governance",
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    "handle": null,
    "name": "Alec Furrier",
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