You approved Copilot. Then Claude Code. The invoice is a surprise and nobody owns the line item. The window for token FinOps is open right now — proxy, attribution, routing, anomaly detection. Build it before the next quarterly review.
Why production inference bills always exceed estimates — and the Finance-Engineering governance framework for per-agent budgets, model routing, and cost forecasting without capability degradation.