Engineering has accelerated — but are you building the right thing? The PM is now the bottleneck, and PMs are already reaching for AI tools individually. The question is whether they have the right context to use them well. Without it, agents are just expensive autocomplete. This talk reframes Product Ops for the AI-first era: from enforcing process compliance to building the context layer that makes agents actually useful. We'll cover what the context layer is, where most teams have gaps, and how to shift the operating model from rigorous processes to agents with rich context and strong individual judgement.