WhiteFiber Launches Continuum, First Commercial Distributed GPU Supercluster Architecture

WhiteFiber, Inc. (NASDAQ: WYFI), a provider of AI infrastructure solutions, has announced the commercial availability of WhiteFiber Continuum, a cross-data-center networking solution that links geographically separated facilities into a single logical GPU supercluster. The company describes it as the first commercially available distributed GPU supercluster architecture, designed to eliminate bandwidth and throughput as constraints on how and where AI infrastructure can be deployed.

The launch addresses a long-standing challenge in the AI infrastructure industry: the geographic distance between data centers has functioned as a ceiling on cluster performance, forcing enterprises to either concentrate workloads on a single campus or accept fragmented, underutilized capacity across multiple sites. WhiteFiber Continuum is engineered to remove that limitation by pooling GPU resources across locations while maintaining the low latency and high throughput required for demanding AI training and inference workloads.

The architecture is built on two HITRUST-certified QTS facilities located 83 kilometers apart, joined into one logical system over 12 Zayo dark fiber strands and powered by DriveNets AI Fabric and WEKA NeuralMesh AI data storage and memory infrastructure. It delivers 136 Tbps of bandwidth at 0.9 milliseconds of guaranteed round-trip latency. WhiteFiber has submitted patent applications for the underlying implementation.

"WhiteFiber Continuum is the infrastructure answer to a problem the industry has lived with for years: geographic distance as a ceiling on what a cluster can do," said Sam Tabar, Chief Executive Officer of WhiteFiber. "Today we are making it commercially available to enterprises that need AI compute to perform at scale, hold up under compliance requirements, and not break when a single site has a problem."

A central value proposition of Continuum is its ability to convert stranded telecommunications and metro assets into productive AI infrastructure. Many such facilities sit on power and fiber capacity that can be tapped for AI scale, and Continuum allows these sites to contribute to a single logical GPU supercluster rather than operate as isolated capacity. This enables last-mile inference and agent workloads to run on distributed infrastructure while enterprises pool GPU resources across sites to move past the power and space limits of a single campus.

For regulated industries, the architecture is designed to keep sensitive workloads within their originating jurisdiction even as failover and pooled AI compute occur across locations, preserving data sovereignty while delivering resilience. Because no single site acts as a single point of failure, training runs can continue even when one location goes down.

WhiteFiber built Continuum in collaboration with DriveNets, which provides the high-performance AI network fabric connecting both sites, and WEKA, which supplies high-performance data storage and memory infrastructure across the cluster. "DriveNets' Ethernet-based AI fabric delivers the highest performance even in the most demanding, high-bandwidth, low-latency environments, ensuring scale-across superclusters move data efficiently, maximize GPU utilization, and optimize power efficiency," said Yossi Kikozashvili, VP Product and GTM - AI Infra at DriveNets.

Liran Zvibel, co-founder and CEO at WEKA, added: "The industry has treated distance as a hard ceiling on AI infrastructure, and WhiteFiber Continuum breaks it. WEKA's NeuralMesh gives Continuum a single, high-performance storage and memory foundation across sites, so GPUs that sit many kilometers apart operate as if the data were local."

The commercial launch signals a broader shift in AI infrastructure strategy, where operators are increasingly looking beyond single-site deployments to distributed architectures that can leverage existing power and fiber assets. By removing bandwidth as a binding constraint, WhiteFiber Continuum could open new deployment models for enterprises, telecommunications providers, and sovereign AI initiatives that require both scale and regulatory compliance. WhiteFiber Continuum is commercially available as of September 23, 2026.