SAN FRANCISCO--(BUSINESS WIRE)--Apr 13, 2026--
Today SPAN announced the launch of XFRA, a distributed data center solution designed to deliver gigawatts of new compute capacity amidst today’s growing power infrastructure constraints. Comprising a distributed network of compute nodes located in residential and small commercial spaces, XFRA enables both the immediate and future compute needs of hyperscalers, neoscalers and AI cloud providers. Initial launch partners include NVIDIA, the world leader in AI computing. This first-of-a-kind solution will launch with enterprise grade, liquid-cooled NVIDIA RTX PRO™ 6000 Blackwell Server Edition GPUs.
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“SPAN’s unique and differentiated intellectual property in power controls enables us to improve the utilization of existing grid infrastructure,” said Arch Rao, founder and CEO of SPAN. “We have successfully deployed this capability to accelerate home electrification, unlock new home construction, and increase utility grid utilization. Now, distributed compute is the next logical extension of our technology. By building on our core strengths in power optimization and collaborating with industry leaders like NVIDIA, we are collapsing the speed-to-power gap to deliver gigawatts of cost-effective compute capacity at unprecedented speed.”
Closing the AI Speed-to-Power Gap: Accelerating Inference at Scale
AI is transforming global energy demand. In 2024, U.S. data centers consumed 183 terawatt-hours (TWh) of electricity, totaling more than 4% of America’s total electricity consumption, and experts predict it may exceed 9% by 2030. The grid infrastructure needed to support this scale can take over a decade to build, and some projects already in development have been waiting years for interconnection approval. Additionally, inference is set to account for more than half of all AI workloads by 2030, forcing hyperscalers to rethink technology designs and site selection to overcome current grid constraints. By utilizing existing grid capacity, XFRA is uniquely suited to quickly and efficiently meet industry needs for increased compute capacity.
“As the demand for AI and inference compute continues to accelerate, there is a critical need for low-latency solutions that are proximal to end users and can scale rapidly,” said Marc Spieler, Senior Managing Director of Global Energy Industry at NVIDIA. “SPAN is pioneering new ways to deploy enterprise-grade GPUs in distributed environments. The XFRA solution helps meet the specific power and latency requirements of modern inference workloads while making compute more accessible and efficient.”
Unlocking Capacity at the Grid Edge
XFRA leverages the SPAN smart electrical panel’s core built-in intelligence: integrated energy management and power controls functionality that unlock additional electrical service capacity (headroom) in the existing grid. This capacity powers high-performance compute nodes for AI inference, cloud gaming, and other AI workloads. As these demands rapidly increase, offtakers need a low-cost, low-latency solution that can scale quickly. XFRA is not intended to replace centralized data centers, but instead augment them by accelerating capacity growth at the grid edge. XFRA uniquely leverages underutilized power infrastructure in close proximity to end-users’ demand for inference compute, creating a system-wide win-win.
SPAN is working with leading homebuilders like PulteGroup to accelerate the initial rollout of XFRA on-site. “XFRA offers an innovative solution that can help to reduce build costs,” said Brian Jamison, PulteGroup VP, Strategic Sourcing & Procurement. “Building homes with SPAN Panels, XFRA, and battery backup, not only allows us to deliver homes with lower operating cost, but also allows us to use a home’s underutilized power infrastructure to benefit the grid overall.”
Multi-Stakeholder Value
XFRA delivers a win-win-win across the energy and compute ecosystem:
Powering the Future
By leveraging SPAN’s intelligent power orchestration, XFRA bridges the “speed-to-power” gap. This solution transforms the home into a critical node of the modern grid, meeting the urgent demand for high-performance compute while making the energy transition more affordable and resilient for everyone. With initial deployments beginning later this year, SPAN has developed a pipeline of deployment capacity to achieve gigawatt scale in 2027, enabled by XFRA’s highly distributed structure and low-friction scaling requirements. For more information, including a white paper with details on the technology architecture, visit XFRA.ai.
About SPAN
SPAN is on a mission to enable a more efficient and affordable energy future. The company began by reinventing the electrical panel and continues to transform grid-edge energy infrastructure through combined hardware-software innovation and advanced residential power control systems. Utilities, homeowners and developers all benefit from a smart, affordable and distributed electric grid. With SPAN solutions, grid operators can efficiently meet energy demand without expensive infrastructure upgrades, and those at home can manage their usage without disruption or sacrifice. Powering homes and communities with abundant, clean energy should be human-centered, technology-forward, and simply delightful. With behind and at-the-meter solutions that provide visibility and scale, SPAN helps make that possible. For more information, go to www.span.io.
SPAN Announces XFRA, a Distributed Data Center Solution to Close the Speed-to-Power Gap for AI Compute Demand
