Most enterprise AI never reaches the work it was built for. A proof-of-concept gets greenlit, the budget closes, and the thing never touches a real workflow. The cost of that isn't zero. It's a tax, and most organizations pay it repeatedly.
The pilot-purgatory tax has three line items. The sunk build cost of a proof-of-concept that was never going to reach production. The opportunity cost of the workflow that stayed manual while the pilot consumed the AI budget. And the trust cost: every dead pilot makes the next proposal harder to fund.
Build it where the work happens
The fix is structural, not motivational. If a system has to run in your live operation and clear a number you defined up front, there is no purgatory to get stuck in. Either it's deployed and proven in the real workflow, or it isn't, and you find that out fast.
Written by Vurelio. Figures shown are illustrative and anonymized.
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