Amazon SageMaker AI in 2025, a year in review part 1: Flexible Training Plans and improvements to price performance for inference workloads

Update your Amazon SageMaker AI deployments to leverage Flexible Training Plans for predictable GPU capacity, Multi-AZ high availability, parallel scaling, and dynamic multi-adapter inference to optimize resource utilization and reduce operational complexity.

Adopt the new Flexible Training Plans and inference component enhancements in Amazon SageMaker AI to simplify architecture, reduce operational toil, and enable more efficient and resilient AI deployments.

Evaluate the new Flexible Training Plans for Amazon SageMaker AI to secure predictable GPU capacity and improve inference performance, enabling more reliable and cost-effective AI deployments at scale.