Nebius and NVIDIA Solve Robotics "Three-Computer Problem" With Integrated Cloud Platform

Nebius Group and NVIDIA claim to have solved robotics development's "three-computer problem," where engineering teams waste up to 40% of their time stitching together incompatible systems. The companies have partnered to offer an integrated cloud platform that handles everything from AI training to edge deployment for robot developers.

"Physical AI is going to unlock trillion-dollar economic opportunities, but the path to building these systems has been slowed by fragmented tooling and inefficient workflows," said Jensen Huang, NVIDIA founder and CEO.

The integrated platform combines Nebius's AI infrastructure with NVIDIA's Physical AI Data Factory Blueprint, enabling developers to deploy production-ready data pipelines for robotics, vision AI agents, and autonomous vehicles.

The platform addresses a key bottleneck in robotics development: the need to coordinate between training systems, simulation environments, and edge deployment hardware. By unifying these workflows, the companies aim to accelerate the development of embodied AI systems.