The gap is between language and code
AI transformation is the gap between what organizations say about AI and what actually runs in production. The conversation is well-funded. The deployment is not.
Strategy that does not end in a roadmap is a slide
Strategy work that does not produce an executable roadmap is a deliverable that ages out the moment it lands. The roadmap has to map to real systems, real budgets, and real owners. Without that, the gap stays open.
Production is the test
The only honest test of an AI initiative is whether something is running in production. Pilots are a milestone, not an outcome.