With DGX Station for Windows, Nvidia squeezes 1 trillion-parameter AI supercomputer into a deskside form factor

Nvidia Corp. says it’s uprooting supercomputers from the vast, sprawling data center complexes they normally live inside and squeezing them into compact, desktop-sized workstations that can sit on or aside the desks of individual developers, researchers and data scientists.

That’s the idea behind the new Nvidia DGX Station for Windows, which is said to be the world’s first “deskside AI supercomputer.” Announced today at GTC Taipei concurrent with the Computex conference, it’s slated to launch in the fourth quarter, and specifically designed for building and running powerful, always on AI agents that can automate workflows within Windows ecosystems.

The system was developed in close collaboration with Microsoft Corp. and delivers data center-grade AI infrastructure into the desktop or deskside form factor for the first time. It supports Nvidia OpenShell on Windows, a secure, open-source agentic runtime that integrates Microsoft’s security and container technology to ensure agents can run safely within isolated sandbox environments.

Nvidia says it’s addressing a major friction point for enterprise developer teams. Traditionally, the heaviest-duty AI workloads, such as model training, fine-tuning and large-scale inference have been run in Linux-based cloud data centers that have the necessary infrastructure to support them.