No Hallucinations: AI That Ships

Michał Dębski
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  • Management

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.

Episodes

  1. AI-Augmented Data Engineering, with Maksym Karashchuk

    5d ago

    AI-Augmented Data Engineering, with Maksym Karashchuk

    A data architect who builds agents every week gives an honest read on what AI is doing to the data engineering job. The job is not disappearing but it is shifting: from writing code by hand to curating the rules, skills, and knowledge base that agents run on. As the LLMs are becoming commodity, the bottleneck in 2026 transitions form being a top model quality to the correctly built processes.

    30 min

  2. May 22

    The Role of MDM in AI Transformation, with Malcolm Hawker

    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

    30 min
  • 2 Episodes

About

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.

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