ZenLLM
AI Cost Visibility for Teams That Need More Than a Provider Bill
ZenLLM shows which routes, retries, teams, and model choices are actually driving cost so finance and engineering can fix the right things first.
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.
Track spend by workflow, model, customer, and team.
Find retry waste, overpowered routes, and prompt bloat faster.
Turn provider usage into a finance-readable savings plan.
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 spend benchmark: Start with the finance-ready benchmark before wiring telemetry.
Model routing optimization: See where route-level model selection is inflating the bill.
AI cost anomaly detection: Catch spikes and runaway workflows before the invoice lands.