Rolling Out an AI Feature Without Losing the Room

You ran the evals. You built the trust UX. You passed the compliance checklist. The feature works. Now comes the week every AI PM dreads: the actual rollout. There are two ways to ship an AI feature to 100% of users. One is "big bang" — flip a flag, ...