Why Enterprise AI Projects Fail After the POC
The gap between a good demo and a system people rely on.
Demos use clean data
Production data is messy. Plan for it from the first week.
No owner, no adoption
A named business owner and clear success metrics matter more than model choice.
Integration is the work
Most effort goes into connecting systems and handling exceptions.