
Jessica Hall
Chief Product Officer at Just Eat Takeaway with experience evaluating AI trade-offs who discusses unit economics, simplicity, governance, bias mitigation, and building long-term organizational capability for AI.
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Jan 28, 2026 • 20min
Episode 261: AI Implementation in Regulated and High-Trust Industries
Jessica Hall, CPO at Just Eat Takeaway, discusses AI trade-offs and long-term capability building. Magda Armbruster, Head of Product at Natural Cycles, explains embedding QA, regulation, and privacy into daily product work. Maryam Ashoori, AI product expert from IBM Watsonx, breaks down how agents reason, why LLMs hallucinate, and the need for guardrails and human oversight. They focus on risk, cost, simplicity, and governance.


