The real reasons pilots stall
Four patterns show up again and again: no single person is accountable for the outcome; too many use cases are pursued at once, so none get finished; the team builds an impressive demo rather than a system that survives real load; and there are no evaluations, monitoring, or cost controls, so leadership never trusts it enough to deploy.
None of these are model problems. They are ownership and engineering problems.
How to get one workflow into production
Pick a single high-ROI workflow and name one accountable owner. Harden it for production — evaluations, observability, cost controls, and security — then ship it into the real process rather than beside it. Finally, measure it against a clear go/no-go gate so leadership can decide to scale, continue, or stop on evidence.
The cost of staying in pilot purgatory
Every quarter spent on pilots that never ship is real money with no return — and, increasingly, competitors who do get a workflow live pull ahead. The fix is rarely a better model; it’s an accountable operator who gets one thing running and proves it pays off.
Stuck on exactly this? Start with a free AI-readiness score.
Seven questions, a real score, and a one-page next step — before you talk to anyone.