Operationalising AI at Scale

Patrick Bangert joins Alpesh Doshi to talk about what it actually takes to move AI from experiments into production at enterprise scale. They dig into why most models never make it past the pilot stage, the gap between data science and operations, and how large organisations build the discipline — teams, monitoring, and process — to run AI reliably in the real world. Recorded March 2021.

About the guest: Patrick Bangert leads AI at Samsung, where he works on taking machine learning from proof-of-concept into dependable, operational systems. He brings a scientist’s rigour to the messy realities of deploying AI inside a large enterprise.

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