Topic
Controlling and accounting for enterprise AI spend, including token consumption, model routing for cost, and centralized budget ownership.
An undisclosed pay-to-continue prompt appears at the moment of lockout, and the weekly cap it lifts is never shown to users as a number they could plan around.
Reality
The company's CTO puts agent cost in terminal noise rather than model pricing. The 30 to 80 percent savings are vendor-reported; the 847-to-9 measurement is the part worth keeping.
Reality
A prompt meant for 10 rows ran on 28,000. That is the buying question now: not price per seat, but what one mis-scoped action costs before anyone notices.
Reality
Work-health measures peak at task-level use, at 75% healthy utilization, then fall about five points once AI is embedded in the workflow. Only 2% of tracked employees got that far.
Reality
The firm is standing up an AI Value Realization Office that takes AI money out of departmental budgets, on the argument that functional funding is what strands most of the value.
Reality