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Workflow Cost Attribution: Knowing What Each Run Costs

Knowing the cost of every workflow run is the foundation of AI cost control. Here is how Bhogar AI breaks down cost per workflow, per tenant and per provider.

BABhogar AI TeamProduct & Engineering

You cannot optimise what you cannot measure. Per-run cost attribution is the foundation of every AI FinOps program - and depressingly rare in practice.

Why it matters

Most teams know their monthly bill and not much else. Production-grade cost attribution breaks down by workflow, by tenant, by model and by provider, in real time.

How Bhogar AI approaches it

Every Bhogar AI workflow run produces a structured cost record with token counts, retrieval calls, tool invocations and external-API costs. Records aggregate into per-workflow, per-tenant and per-provider dashboards.

  • Per-run structured cost records
  • Real-time per-workflow, per-tenant and per-provider dashboards
  • Cost alerts and budgets per project
  • Export to your data warehouse
  • Integration with Cloudability, Vantage and Apptio

What you get

Customers turning on cost attribution typically discover 20-40% of spend they can immediately optimise away.

See Bhogar on your own data

Book a 45-minute working session. We connect one of your sources, build one agent, run one governed workflow, and review the trace together.