launch planning

The most common story in AI product development. A demo proves the model can do something; a product needs it to do that thing reliably on inputs nobody chose. The strong answer separates those milestones and resets expectations without losing the sponsor.

A craft question that separates PMs who have shipped AI features from those who have read about them. The answer is a document organised around failure modes, thresholds and evidence.