Nobody puts “stalled AI pilot” on a budget line. It shows up disguised as compute spend, a headcount request nobody can justify, and a board slide that says “in progress” for the third quarter running.
A pilot that doesn’t ship isn’t neutral, it’s actively costing you. Seats on tools nobody uses daily. Compute for a staging environment that never graduates. And the least visible cost: a competitor who started later and shipped first, because they treated production as the goal from day one instead of a phase two.
It’s rarely the model. In almost every stalled engagement we’ve inherited, the gap was the same: nobody owned the path from a working notebook to a monitored, on-call production service. The demo team and the production team were different people, with different incentives, and the handoff between them was where the project quietly died.
The pilot was never the hard part. Shipping it was.