Prime Group Holdings LLC digital infrastructure division has deployed edge data centers and battery energy storage systems (BESS) across numerous properties within its existing nationwide portfolio. Enabled by technology from Microsoft and Qcells, a Hanwha subsidiary, as well as energy expertise from TransGrid Energy, also a Hanwha affiliate, Prime Group is strategically leveraging its real estate footprint in dense urban and suburban markets representing approximately 95% of the U.S. population to create a hyper-connected, low latency network. By utilizing available power capacity and existing on-site infrastructure, Prime Group is well-positioned to support distributed solutions designed to meet the growing demands of AI-driven applications.
While AI training has traditionally been concentrated in large, centralized data centers far from the end-user, inference—the execution of AI models—can benefit from proximity to enable real-time performance. Prime Group’s "Micro AI Factory" network is designed to deliver the responsiveness and reliability that support applications such as computer vision, speech recognition, and industrial automation.
Prime Group is utilizing its existing power capacity, allowing for a significantly faster “time-to-power" compared to traditional greenfield data center development. At locations where additional power capacity could be beneficial, Prime Group is leveraging TransGrid Energy for power generation and storage. These facilities are being deployed as standardized AI Factories that incorporate the open-source WattSchema ontology (WattSchema.org) to optimize efficiency and deliver industry-leading dollar-per-token economics.
“Our national footprint and available power capacity create a compelling opportunity to enhance our assets through targeted energy and data infrastructure applications,” said Robert J. Moser, CEO of Prime Group. “By integrating Microsoft Azure with Qcells' agentic energy optimization technologies, we are able to generate additional revenue, reduce peak energy demand, and support grid resiliency, all within the framework of assets we already own and operate”.
“Reliable, energy-aware operations are essential for distributed AI,” said Dr. Youngchoon Park, President of Grid & Energy Services at Qcells. “Hanwha’s energy generation deployment and optimization technologies will enable Prime Group’s efforts to deploy responsive, grid-aligned AI facilities across the country,” added Sean Park, President of TransGrid Energy.
“Organizations increasingly need AI infrastructure that is both distributed and energy-aware,” said Ulrich Homann, Corporate Vice President of Cloud and AI at Microsoft. “Prime Group’s approach demonstrates how Microsoft Azure can help support real-time AI applications at the edge while enabling efficient management of energy resources.”