Customer Stories

These examples show practical ways teams use the platform.

SaaS support bot upgrade

Reduced response cost by 28% with multi-model routing and internal credit accounting.

AI grading for education products

Switched models by subject area and improved reliability and answer quality.

Engineering team coding assistant

Used request history and cost dashboards to improve review speed.