The GPU cluster is idle. The inference bill doubled anyway. Nobody can explain which architectural decision caused it.

That moment — the bill that arrives without a traceable utilization event — is where traditional AI FinOps loses the thread. Not because FinOps teams aren't looking. Because the cost was generated before the workload ran. The...