ZenLLM

Find the 20% of prompts causing 80% of your AI bill.

ZenLLM connects LLM cost to the exact prompt, route, workflow, retry behavior, and context growth that created it. Connect one workflow and prove which request paths are actually wasting money.

Provider dashboards stop at spend totals

ZenLLM shows the application behavior behind the bill: prompt size, model choice, retry churn, context accumulation, workflow ownership, and customer attribution.

Find oversized static prompts and context that grows every turn.

Identify premium-model routes without a quality reason.

Trace spend to workflow, request path, customer, team, and owner.

Representative findings, not fake testimonials

ZenLLM should show evidence before asking for trust. The product is designed to expose concrete cost leaks once request telemetry is connected.

Context accumulation leak: prior turns carried forward without compression.

Premium model overuse: low-risk routes using frontier models unnecessarily.

Retry churn: failed tool calls multiplying token usage on the same task.