HPE Introduces AI Grid to Connect AI Factories and Distributed Inference Clusters Using NVIDIA Reference Architecture

HPE Introduces AI Grid to Connect AI Factories and Distributed Inference Clusters Using NVIDIA Reference Architecture

By byHarold Fritts
Publication Date: 2026-03-18 15:18:00

HPE has announced HPE AI Grid, a comprehensive infrastructure solution aligned with the NVIDIA AI Grid reference architecture. It is designed to securely connect AI factories and inference clusters distributed across regional and remote locations. HPE positions this platform for service providers who need to deploy and manage thousands of distributed inference sites as a single, coordinated system.

HPE introduces AI Grid as a solution for native AI applications that increasingly require predictable latency, deterministic performance, and distributed deployment. The company says the solution delivers ultra-low latency at scale, with zero-touch provisioning, integrated orchestration, and automated security to facilitate lifecycle management across large, geographically dispersed deployments.

Rami Rahim, executive vice president, president and general manager of networking at HPE, described the strategy as bringing intelligence closer to where data is generated and used, with the network…