The Executive Checklist for AI Adoption: 7 Questions to Ask Before You Approve Another Pilot

You do not have time for AI theater. Another pilot, another vendor demo, another transformation initiative that burns budget and goodwill without moving anything. Before you greenlight the next AI project, run it through these seven questions. They are built to separate real leverage from expensive distraction, and most stalled AI efforts fail at least one of them.

1. Who owns the outcome in production, and did they build the pilot? If the team that builds it is not the team that runs it, the handoff is where it dies. Name the production owner before the pilot starts, not after.
2. Can the model see the data it needs to be useful? A pilot in a sandbox, cut off from the systems where the work actually happens, cannot learn. Fix the data path before you fix the model.
3. Where does a human stay in the loop, and where does the AI run unattended? If you cannot answer this cleanly for the specific use case, you are not ready to deploy it. Draw the line on purpose.
4. What decision does this actually speed up or improve? If the honest answer is "it is interesting," that is a no. Tie every project to a decision it sharpens or a cost it removes.
5. Who is accountable when the model is wrong? Not "the vendor." A named person inside your organization. If no one will own the failure mode, do not ship it.
6. What does success look like in 90 days, as a number? Vague success criteria are how pilots live forever without ever proving anything. Put a number on it up front.
7. Is the business unit in the room now, or only at handoff? The alignment that should happen before the pilot usually happens after it is built. That is a governance failure wearing a technical costume. Put them in at scoping.

Skip one of these and you risk building a faster horse: a flashy pilot that never crosses the finish line. Answer all seven and you start building the engine. The point is not to slow AI adoption down. It is to stop spending your velocity on the projects that were never going to ship.

The full operating model is in Warp Speed Leadership. The free AI Leadership Prompt Pack at warpspeedtrilogy.com includes this checklist as a one-page tool.