Defend Three Months of Problem Framing to a Skeptical VP

A VP pulls you aside before a planning meeting and says: "I don't understand why we're spending 3 months on problem framing before training any model. We have a dataset, we have engineers, the business need is clear. Why aren't we just starting?"

You have 5 minutes and a skeptical audience. Make the case — without using jargon, without mentioning the framing stack, and without losing the room.

The hidden test: the VP is not wrong that teams should move fast. Your answer cannot sound like you are defending a slow process. It has to sound like you are defending fast, correct action against the expensive alternative.

Follow-up ladder

1. Rung 1: The VP responds: "We've seen other teams ship ML features in 6 weeks. Why do we need 3 months?" How do you respond without sounding defensive?
2. Rung 2: The VP asks: "Can you give me one example where skipping this step cost a team significantly?" You do not have a specific internal example ready. What do you say?
3. Rung 3: The VP agrees to 4 weeks instead of 3 months. What are the highest-priority framing questions you would answer in those 4 weeks, and which ones would you defer?