Pilot theatre, and how to get out of it.

Most AI pilots do not fail. They succeed. They produce a working demo, an enthusiastic email from a sponsor, and a slide that finds its way into the next board pack. And then nothing changes.

We call this pilot theatre. It is the most common pattern we see in firms that have spent meaningful money on AI in the last two years. Twelve pilots, three of them technically impressive, none of them in production, none of them anyone can name a P&L line for.

There are three reasons it happens, and two ways out.

One: the pilot was scoped to be a pilot. It was sized to fit a quarter, not a workflow. By the time the demo lands, no one has the budget to take it the rest of the way, and the team that built it has already moved on.

Two: the workflow it lives inside has no owner. AI sits between functions. If no single person is accountable for the workflow end-to-end, no one takes the pilot through the messy work of becoming a system.

Three: the firm has not changed any of the rituals around the workflow. The morning meeting still runs the same way. The weekly review still asks the same questions. The pilot is real. The operating model is unchanged.

The way out is unglamorous. Pick two workflows. Make one person accountable for each. Rebuild the meeting that runs them. Then — and only then — turn the pilot on.

We have written this for clients enough times that we are now writing it once, here.