ZenLLM

AI Chargeback and Showback Without Spreadsheet Guesswork

ZenLLM helps finance and engineering attribute AI spend to teams, workflows, and customers so showback and chargeback policies are grounded in actual usage.

Start with the free audit

Start with a free, self-serve cost read before connecting telemetry or creating a workspace.

Start the free audit immediately instead of stopping at a capture form.

Save company context only if you want the benchmark prefilled and the follow-up saved.

Allocate AI spend by team, customer, and workflow instead of by rough estimate.

Show which routes or customers are driving the biggest share of the bill.

Give finance a cleaner starting point for showback and internal accountability.

What to evaluate next

Use the audit result to move from a broad cost question into the specific routing, ownership, or chargeback issue most worth validating.

AI cost per customer: Start with customer-level attribution before internal allocation.

LLM FinOps: Use showback as part of a broader AI cost governance model.

AI vendor spend management: Connect internal allocation to vendor and contract-level oversight.