AI cost efficiency audit
Stop Paying the Stochastic Tax on Your AI Agents.
LLM hallucinations, infinite tool loops, and blind retries are silently draining your API budget. Download our free audit checklist.
Join 1,200+ pragmatic AI engineers.
What you'll learn in the audit
Three battle-tested levers to cut your AI spend without cutting capability.
Halt Hallucination Loops
Detect and interrupt runaway agent loops before they burn thousands of tokens on confident nonsense.
Dynamic Model Routing
Send trivial calls to cheap models and reserve frontier models for the work that actually needs them.
Semantic Caching
Reuse answers for semantically identical requests and stop paying twice for the same completion.