One AI infrastructure control platform, explicit controls, measurable usage
Cost optimization works best when teams measure traffic first, route routine work to suitable models, cap outputs, and review failures that waste requests.
A lower model price is not enough. The operating system around prompts, retries, fallbacks, and usage review determines whether costs actually improve.