Decomposition before technology. The fundamental insight from Agrawal, Gans & Goldfarb ("Prediction Machines"): AI reduces the cost of prediction. Qualification starts by breaking a business process...

Run a structured qualification. Given a proposed AI use case, produce a one-page assessment: problem decomposition, feasibility score, value estimate, data readiness verdict, regulatory risk, and...

"Walk me through how you'd evaluate whether an AI/LLM use case is viable." Start with problem decomposition — what prediction or decision is being made? Establish baseline economics — what does it...