Strategy
6 min
Ines Marrow
Why most AI pilots stall in month four
The model is rarely the problem. Ownership, data contracts and a missing on-call rotation are.

Month four is when the demo has to meet real users, real data and a real budget. It is also when most pilots quietly stop.
Nobody owns it
The data scientist who built the pilot has moved on to the next idea, and the platform team never agreed to run it. Decide ownership before the first line of code.
The data contract is missing
The pilot ran on a hand-cleaned export. Production needs a feed that arrives on time, in the same shape, every day.