SoftBank’s Telco AI Cloud aims to turn the network into AI infrastructure

SoftBank is trying to reposition itself in telecom-focused AI with what it calls the Telco AI Cloud, shown at MWC 2026. The company describes it as “next-generation social infrastructure,” but in practice it is an attempt to rebuild the mobile network so it can double as large-scale AI infrastructure.

The design ties big GPU data centers directly to the mobile edge through AI-enabled RAN gear. By integrating compute-heavy data centers with edge sites, SoftBank wants traffic from phones, sensors, and enterprise networks to feed AI models closer to where data is generated. The goal is to let operators run both traditional connectivity and AI workloads on the same fabric, turning the network into a distributed compute platform rather than just a data pipe.