Atlanta-based Luxcore is developing a photonic fabric and integrated infrastructure platform for distributed, sovereign AI computing. Its approach, which it calls “Scale-Across,” connects power-constrained data centers into a logical compute fabric while pairing the network with policy software and infrastructure management. The company’s Secure Fabric remains in development, with performance figures presented as engineering targets rather than validated production results.