# Agent cost allocation model finance brief

Use this brief to explain AI runtime cost in finance terms. Attribute spend by workflow, department, provider, and outcome so cost conversations are tied to value, not just token volume.

## Review sections

- Cost by workflow, provider, and model class.
- Unit cost compared with baseline manual effort.
- Review time and tool-call overhead.
- Budget exceptions and remediation actions.
- Scale, pause, or optimize decision.