New routing to reduce SageMaker inference latency

Amazon SageMaker Inference gains prefix-aware routing, sending requests with the same prompt prefix to the same node to preserve cache and suppress inference latency. This directly improves operational cost and responsiveness.

Why it mattersIt offers short-term gains in cost efficiency and scalability for LLM operations.