Amazon

Physical AI Toolchain

Generally available

Physical AI Toolchain on AWS is an open-source stack of architecture guidance, deployment automation, and reference code for synthetic data, training, simulation, edge deployment, and continuous improvement of physical-AI models. Amazon launched it Oct. 8, 2026. It combines SageMaker, EC2 GPU instances, IoT Greengrass, and Bedrock AgentCore with NVIDIA Isaac Sim, Isaac Lab, Isaac GR00T, and Cosmos.

Latest update Oct 10, 2026

01

Current status

Open-source AWS reference stack announced Oct. 8, 2026; hardware-neutral per AWS.

02

In the news1

  1. Amazon launches Physical AI Toolchain with Nvidia

    Amazon on Oct. 8, 2026 launched the Physical AI Toolchain on AWS, an open-source stack of architecture guidance, deployment automation, and reference code for training, simulating, validating, and deploying physical-AI models. The toolchain combines SageMaker, EC2 GPU instances, IoT Greengrass, and Bedrock AgentCore with NVIDIA Isaac Sim, Isaac Lab, Isaac GR00T, and Cosmos. AWS director Sri Elaprolu told The Robot Report the package is meant to let robotics teams focus on applications rather than infrastructure.

    www.aboutamazon.com www.therobotreport.com www.aboutamazon.com + Nvidia

03

More from Amazon3

04

More in Big Tech