AWS and NVIDIA plan to add 2 million GPUs across global infrastructure during 2027–2028, spanning Blackwell Ultra, Rubin, and Rubin Ultra.

Amazon Web Services and NVIDIA announced plans to deploy approximately 2 million additional NVIDIA graphics processing units across AWS’s global infrastructure during 2027 and 2028. The expansion is intended to support agentic AI and physical-AI workloads.

The hardware is expected to include NVIDIA Blackwell Ultra, Rubin and Rubin Ultra GPUs. These are accelerators deployed in data-center infrastructure, not a measure of server, rack, cluster or megawatt capacity.

The companies also said they would deepen cooperation across AI factories, central processing units, networking, open models, data processing and robotics. AWS had separately said in March that it would begin installing 1 million NVIDIA chips in its data centers, while the new announcement concerns an additional 2 million units.

The sources describe a deployment plan rather than completed installations. They do not provide the purchase price, GPU mix, regional allocation, associated power capacity or quarter-by-quarter deployment schedule.