Production AI Architecture: Cloud-Native ML Systems in MLOps and Production AI
Cloud-Native AI
Modern AI systems use containerized microservices.
Core Components
- Feature store
- Model serving API
- Message queues
- Monitoring stack
Kubernetes enables horizontal scaling of ML services.

