Organisations deploying AI across knowledge work often cannot tell whether it is working. That is a failure of measurement infrastructure that long predates the technology.
The AI Pilot That Never Ships Has a Real Cost
The characteristic failure of corporate AI adoption is not a pilot that performs badly. It is one that performs well, is declared a success, and never reaches production.