Free founder-led audit
Find where one AI workflow is paying for more model than it needs.
Tell me about one recurring production workflow. I’ll map which request patterns may fit a lower-cost model and which should stay on the stronger model, before any routing changes.
What you’ll get
- A likely split between routine and higher-risk request patterns
- Where lower-cost models may fit from your available model set
- Where the stronger requested model should remain
Your production setup stays untouched.Do not send API keys, customer data, or sensitive raw prompts. A plain-language workflow description is enough to begin.
Review the controlled benchmark