I help senior leadersmake AI useful without losing judgment.

I help senior leadership teams turn AI strategy into practical decisions: frame the business question, find a use case worth testing, build a credible first proof, and decide what should move into real work. I build with AI every day to test what holds. These are five positions on where AI belongs, and where it does not.