Interactive FinOps worksheet
Calculate AI agent workflow cost across models, tools, runtime, retries, human review, exceptions, attempts, and business-accepted outcomes.
A completed model call is not necessarily a valid business result. Reconcile accepted outcomes with the workflow owner or system of record.
Evidence: Attempt count, accepted outcome count, rejection reasons, and reconciliation period
Retries, fallbacks, approvals, queue handling, and exception resolution can materially change unit economics even when provider cost looks low.
Evidence: Correlated retry events, active review time, loaded labor rate, and exception time
Use an approved, repeatable method to allocate runtime and shared tool costs. Keep the measurement window, rate source, exclusions, and workflow version beside the result.
Evidence: Reproducible input sheet and dated methodology
Measure the same workflow before and after a routing, prompt, tool, or approval-policy change. Track cost, acceptance, latency, and failure rate together.
Evidence: Comparable versions, sample sizes, quality gates, and confidence range
Export model, tool, runtime, retry, review, exception, and accepted-outcome inputs.
Compute total workflow cost and divide it by accepted outcomes.
Review exclusions, allocation rules, sample size, and acceptance criteria.
Change one policy variable and compare the full outcome economics.
Total model, tool, runtime, retry, review, and exception cost divided by business-accepted outcomes. Open this page in a browser to edit the interactive worksheet.