Atlas AI
Turning a research prototype into a production AI platform.
Challenge
Atlas AI had a promising internal model but no product wrapped around it — no auth, billing, multi-tenancy, or reliable inference layer.
Outcome
Shipped a production SaaS platform with usage-based billing, an inference queue handling 2M+ requests/month, and a self-serve onboarding flow.
11 weeks
Time to launch
-64%
Inference latency
2M+
Monthly requests