Playbook
Our AI projects are blowing through budgets and we do not know which model is the cost
Multiple AI workloads on Azure OpenAI and Foundry are exceeding their budget allocations. The CFO can see the total but cannot attribute cost by model, prompt complexity, or team. Without granular visibility, optimisation is impossible.
Trigger — AI budget overrun; CFO demand for attribution.
Good outcome — Per-workload AI cost dashboard, token-level attribution, model-fit analysis per workload, monthly optimisation cadence.