FastAPI is the go-to framework for AI backends — async, typed, and fast. We design and build FastAPI services that serve models, stream responses, and scale under real traffic.
Why FastAPI instead of Django or Flask for an AI backend?
FastAPI's native async support and automatic OpenAPI docs make it well-suited to AI workloads — streaming LLM responses, concurrent model calls, and typed request/response validation with less boilerplate.
Can you add FastAPI services to our existing Python codebase?
Yes — we regularly add FastAPI services alongside existing Django or Flask apps, especially for new AI endpoints that benefit from async handling.
Do you handle deployment and scaling, or just the code?
Both — we deploy to AWS, GCP, or Azure with autoscaling and rate limiting configured, so the service holds up under real traffic, not just in local testing.
