Schneider Electrical has introduced a brand new set of instruments and reference designs developed with NVIDIA and AVEVA to assist the design and operation of large-scale AI information centres.
Unveiled at NVIDIA GTC 2026 in San Jose, the announcement centres on three developments aimed on the rising infrastructure calls for of AI factories.
The primary is a brand new validated reference design for NVIDIA Vera Rubin NVL72 racks. Schneider Electrical mentioned the design covers energy and cooling necessities for NVIDIA’s newest rack-scale techniques, together with assist for 480 VAC energy distribution, a forty five°C know-how cooling system loop provide temperature, and an IT room format designed round clustered AI racks.
The corporate mentioned the design additionally helps totally different GPU working factors, together with MaxP and MaxQ, with the latter meant to enhance tokens per watt the place energy effectivity is a precedence. The reference design has been validated utilizing ETAP fashions for electrical system design and ITD CFD fashions for format and airflow.
The second a part of the announcement focuses on digital twins. AVEVA and NVIDIA have developed a brand new lifecycle digital twin structure utilizing NVIDIA Omniverse, with Schneider Electrical creating SimReady belongings to assist mannequin AI services earlier than deployment.
That may permit operators to simulate areas comparable to energy distribution, thermal dynamics, airflow and controls earlier than building begins. As AI services proceed to scale, that type of pre-deployment testing is more likely to turn out to be more and more necessary in decreasing design threat and rushing up supply.
Schneider Electrical additionally mentioned it has efficiently examined NVIDIA Nemotron fashions as a part of a brand new agentic AI alarm administration functionality. The system is designed to interpret alarms throughout a number of techniques, determine possible root causes and advocate corrective actions utilizing real-time IoT information.
Whereas all of the updates might be welcome for patrons utilizing Schneider’s Electrical’s ecosystem, a lot of will probably be acquainted. That’s as a result of its work with NVIDIA is an evolution on what it has already developed, with Schneider having beforehand debuted reference designs for NVIDIA’s computing clusters again in 2024. It later up to date that work in 2025 to assist Blackwell-era designs and Omni-verse based mostly digital twins, and proper on schedule, it’s saying yet one more replace particularly for NVIDIA’s Rubin platform.
What’s notable, nonetheless, is that Schneider is now attempting to drag the entire strands of its system collectively right into a extra full provide round AI factories: energy, cooling, simulation and operational tooling in a single bundle. That implies the corporate is pushing past serving to operators deploy high-density racks and is as an alternative attempting to place itself a lot earlier within the design course of, and far deeper into the day-to-day working of enormous AI websites. That might be essential given the velocity at which AI information centres are wanted.
