ZenLLM

How do you attribute LLM cost to a workflow?

Capture provider, model, token counts, request ID, workflow, team, and customer on every call. Group retries and multi-step requests under the workflow that caused them.

What to check first

Capture provider, model, token counts, request ID, workflow, team, and customer on every call. Group retries and multi-step requests under the workflow that caused them.

Tag requests with workflow and request ID.
Attach team and customer fields.
Group retries and agent steps.

Check your own usage export

Upload a usage export for a no-signup estimate of prompt bloat, retry churn, context accumulation, and model routing waste.

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