Every enterprise has agents running somewhere by now. Far fewer have agents they'd trust to run unsupervised. This fireside chat brings together Danila Shtan, CTO of Nebius, and Euro Beinat, Global Head of AI at Prosus, to talk about the gap between deploying AI agents and depending on them, what breaks when agentic systems leave the sandbox, what production-ready actually requires at the engineering layer, and what changes when failure has a real cost.