Why AI that works in the lab often fails in production — and what actually fixes it

VentureBeat
Jun 11, 2026, 3:00 am40 pts
Presented by Capital One Enterprises aren’t struggling to experiment with AI; they’re struggling to make it work in the real world. Moving from promising prototypes to reliable, production-scale systems is where most efforts stall. In my role within Capital One’s AI Foundations organization, I’ve seen…

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