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.
Technical Debt Is a Balance Sheet Item Nobody Records
It has a principal, it accrues interest, and it eventually has to be repaid or defaulted on. The accounting framework has no category for it, so it is managed on instinct.
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.