News, Insights, and Industry Perspectives

Watch the full Token Fabric launch event on demand.

Powerful AI accelerators can still spend too much time waiting on the network. Speaking with NextGenInfra at OCP 2026, Upscale’s Aravind Srikumar explores the bottlenecks limiting utilization, why operators need greater visibility and resilience, and how industry collaboration can help turn more compute capacity into useful work.

Aravind Srikumar walks through Token Fabric, Upscale’s architecture that unifies scale-up and scale-out into one network, built on purpose-built silicon, open standards, SONiC-based software, and the SkyCommand orchestration layer.

Watch Aravind Srikumar’s NeoCloud Summit keynote to explore the networking bottlenecks that limit AI performance and how Upscale’s Token Fabric addresses them.

Discover how Upscale Token Fabric unifies scale-up and scale-out networking with one software platform, helping AI factories spend less time waiting and more time computing.

Follow the journey from a single prompt to the infrastructure behind it, and see how networks connect the compute that brings AI experiences to life.