ZenLLM
AI Cost Anomaly Detection Before Spend Runs Away
ZenLLM helps teams catch unusual AI spend by workflow, route, and model so budget surprises can be investigated before they become a finance problem.
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.
Detect spikes driven by retries, bad routes, or unusual model mix changes.
Trace anomalies back to the workflow, customer segment, or product surface creating them.
Give finance and engineering one view of what changed and where to act first.
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 budget forecasting: Connect anomaly detection to next-month budget risk.
AI cost visibility: See which route or workflow actually caused the spike.
Model routing optimization: Fix route-level mistakes that create repeated anomalies.