SPAN Unveils 8-GPU Home Data Center Plan, Targeting 2026 Pilot

2 articles · Updated · Yahoo · Jun 10

SPAN detailed XFRA, a residential compute network that would place air-conditioner-sized, liquid-cooled modules with eight enterprise GPUs at homes and link them into a cloud-like system.
The pitch is to tap spare household electrical capacity—often only about half of peak wiring capability is used most of the time—to ease grid bottlenecks slowing new AI data centers.
Each installation would pair the compute unit with a SPAN smart panel and a whole-home battery, letting the system draw power when household demand is low and ride through brief outages.
Homeowners would get monthly hosting payments and potentially enough subsidy to offset electricity and broadband bills, with an optional solar package also offered.
SPAN aims to start a pilot in 2026 and broader deployment in 2027, though questions remain over neighborhood power spikes, theft risk and whether homes can spare capacity grid planners already rely on.