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No Hallucinations: AI That Ships

No Hallucinations: AI That Ships

By: Michał Dębski
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No Hallucinations: AI That Ships
For CDOs, heads of BI, and the C-suite leaders who decide what gets built. Each episode unpacks one pattern from a real AI-on-data project: the architecture decisions, the production trade-offs, and what changed for the business. Occasionally the show steps back to wrestle with the bigger questions about where data work is heading.Copyright Astral Forest Economics Management Management & Leadership
Episodes
  • The Role of MDM in AI Transformation, with Malcolm Hawker

    The Role of MDM in AI Transformation, with Malcolm Hawker
    May 22 2026
    • 00:00 Cold open
      00:27 Claude vs MDM
      01:54 Show intro
      03:26 Gartner conference takeaway
      06:32 80-90 percent of data is unstructured
      09:32 Data and library
      11:23 M&A use cases
      17:37 Why just-use-Claude fails
      20:53 Because Claude did it
      22:11 Human-in-the-loop debate
      25:42 The CDO ROI measurement problem
      28:47 MDM in five years
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    30 mins
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