The AI boom has created a very physical problem: software may move fast, but power grids, substations, permits, fiber routes and data center campuses do not. SPAN, best known for its smart electrical panels, is now proposing a different approach with XFRA: a distributed data center model that places small AI compute nodes in residential and small commercial locations instead of relying only on huge centralized facilities.