AI Proof of Value Assessment Toolkit

A practical framework to move from “we want AI” to “this is the specific opportunity, this is why it matters, this is how we prove value, these are the risks, and this is the decision path.” Not every problem needs AI — this toolkit tells you when it does, and when it doesn't.