ZenLLM

Upload usage. See the leaks.

Drop in a CSV from OpenAI, Azure OpenAI, Bedrock, Vertex, or your own request logs. ZenLLM estimates which workflows deserve inspection first before you create a workspace.

No signup required

The public upload analyzer parses a usage export in the browser and returns a directional leak estimate before workspace setup.

Estimate prompt bloat, retry churn, context accumulation, and model routing waste.

Use columns such as workflow, model, total_tokens, prompt_tokens, retries, and cost.

Move into the workspace only when the first result is worth tracking live.

What to connect next

The upload result is a first pass. Persistent monitoring needs SDK telemetry and provider billing context.

Track request-level usage by workflow, model, team, and customer.

Connect provider credentials or billing exports for reconciled spend.

Validate recommendations against live request evidence.