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Motivair by Schneider Electric Brings Global Media Behind the Scenes of AI Infrastructure at Scale

Last week, Motivair by Schneider Electric welcomed more than 30 journalists from across the globe, along with executives, partners, and industry leaders, to Buffalo, New York for an immersive behind-the-scenes look at the infrastructure powering the next generation of AI.

Over the course of the week, attendees participated in executive plenary sessions, toured Motivair manufacturing operations across the Buffalo region, visited TeraWulf’s rapidly expanding Lake Mariner campus, and met directly with the teams building, deploying, and supporting large-scale AI infrastructure every day.

The goal was simple: show what it takes to deliver AI-ready infrastructure at speed and scale.

The Infrastructure Demands of the AI Era

As AI compute demand continues to accelerate globally, the conversation has shifted far beyond processors alone. Power availability, liquid cooling, deployment timelines, operational execution, and long-term scalability are now some of the industry’s most critical challenges.

For Motivair, this event was an opportunity to bring those realities into focus.

Throughout the week, journalists heard directly from Motivair, Schneider Electric, and TeraWulf leadership about how the industry is adapting to support increasingly dense AI workloads and why integrated infrastructure strategies are becoming essential to future growth.

Inside TeraWulf’s Lake Mariner Campus

A major highlight of the event was the tour of TeraWulf’s Lake Mariner campus in Barker, New York, where Motivair and Schneider Electric are helping support one of the fastest large-scale AI data center deployments currently underway in the United States.

Media witnessed firsthand the scale of construction, prefabricated infrastructure deployment, and liquid cooling integration happening across the site. The campus represents a clear example of how speed to power, speed to deployment, and advanced cooling technologies are converging to shape the next generation of AI infrastructure.

Coverage from the event reflected the growing importance of this shift across the industry.

• Ticker News highlighted the transformation underway at Lake Mariner, including how AI infrastructure development is reshaping industrial sites and accelerating investment in scalable, high-density compute environments.
• DCNN Magazine covered Schneider Electric and Motivair’s role in supplying integrated AI infrastructure solutions, including advanced liquid cooling technologies and power systems supporting high performance AI workloads.
• Data Center Richness provided an inside look at the accelerated buildout happening at Lake Mariner, highlighting the operational pace, infrastructure coordination, and large-scale deployment strategies required to support the growing demands of AI compute.

Motivair’s Role in Scaling AI Infrastructure

The week also provided an opportunity to share more of Motivair’s own story and how the company continues to evolve as part of Schneider Electric’s broader AI infrastructure strategy.

TechArena featured Motivair CEO Rich Whitmore and the company’s continued growth in Buffalo, highlighting Motivair’s leadership in liquid cooling and high-performance infrastructure.

For Motivair, the event reinforced something seen every day across the industry: Liquid cooling is no longer optional infrastructure for AI.

As rack densities continue increasing, and deployment timelines continue compressing, operators need cooling technologies capable of supporting performance, efficiency, and scalability simultaneously. That includes everything from rear door heat exchangers and direct-to-chip cooling to large-scale CDU deployments integrated into complete AI-ready ecosystems.

Built in Buffalo, Deployed Globally

Just as important, the event highlighted the operational side of AI infrastructure.

Attendees toured Motivair’s manufacturing facilities in Buffalo where critical cooling infrastructure is designed, assembled, tested, and prepared for deployment into some of the world’s most advanced compute environments.

The conversations throughout the week consistently returned to one theme: AI infrastructure is now moving at an unprecedented pace, and successful deployments depend on experienced partners capable of executing across power, cooling, manufacturing, integration, and service.