LLM Cost Attribution in Production: Token Metering and Chargeback for Multi-Team Budgets
A systematic guide to building a production-grade LLM cost attribution system using token metering, cost allocation, bill reconciliation, budget burn rate alerts, and chargeback — turning opaque model bills into traceable, allocatable, and optimizable engineering metrics.