WhiteFiber Launches WhiteFiber Continuum, the Highest Performing Distributed GPU Supercluster Architecture

Cross-data-center networking solution eliminates bandwidth as a constraint on AI infrastructure deployment, scaling, and location; now available for enterprise customers

NEW YORK, Sept. 23, 2026 /PRNewswire/ -- WhiteFiber, Inc. (NASDAQ: WYFI), a provider of AI infrastructure solutions, today announced the commercial availability of WhiteFiber Continuum, its highest-performance cross-data-center networking solution and the first commercially available distributed GPU supercluster architecture. WhiteFiber Continuum links geographically separated data centers into a single logical GPU supercluster, removing bandwidth and throughput as constraints on how and where AI infrastructure can be deployed.

WhiteFiber Continuum 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. The architecture 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. This is the foundation for a new class of AI infrastructure, and we are ready to build it with our customers."

Turning Fragmented Power into One Supercluster

Many telecom and metro facilities sit on power and fiber capacity that can be tapped for achieving AI scale. WhiteFiber Continuum lets these sites contribute to a single logical GPU supercluster rather than operate as isolated, underutilized capacity — turning stranded telco and metro assets into infrastructure that can support last-mile inference and agent workloads. The same architecture lets enterprises pool GPU resources across sites to get past the power and space ceiling of a single campus, adding overflow training and inference capacity without standing up a separate greenfield deployment.

For regulated industries, distributing a cluster across sites raises the obvious question of where data actually lives — Continuum is built to keep sensitive workloads within their originating jurisdiction even while failover and pooled AI compute happen across locations, so enterprises get resilience without giving up data sovereignty. Because no single site is a single point of failure, it is designed so that training runs can continue even when one location goes down, rather than stalling until it's restored.

Built in Collaboration with DriveNets and WEKA

WhiteFiber Continuum was built in collaboration with DriveNets, which provides the high-performance AI network fabric connecting both sites, and WEKA, which provides high-performance data storage and memory infrastructure across the cluster. Both partnerships remain central to the commercial offering.

"WhiteFiber's Continuum shows what becomes possible when ambitious engineering is paired with the right networking architecture," said Yossi Kikozashvili, VP Product and GTM - AI Infra, at DriveNets. "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."

"The industry has treated distance as a hard ceiling on AI infrastructure, and WhiteFiber Continuum breaks it. But a supercluster is only as unified as its data. 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. This is what turns two data centers into one engine, and what the next generation of AI innovation will be built on," said Liran Zvibel, co-founder and CEO at WEKA.

Availability

WhiteFiber Continuum is commercially available as of September 23, 2026. Customers interested in deployment can visit whitefiber.com/whitefiber-continuum.

About DriveNets

DriveNets builds high-performance networking solutions for large-scale AI infrastructure and some of the world's largest service-provider networks. Its Network Cloud and AI Fabric solutions power production networks at global operators including AT&T and Comcast, and enable multi-vendor AI environments for foundation model labs, NeoClouds, and enterprises. DriveNets combines high-performance networking, end-to-end automation, and full-stack AI cluster optimization to remove network bottlenecks, maximize GPU utilization, accelerate AI cluster deployments, and improve network and token economics. Learn more at www.drivenets.com.

About WEKA

WEKA is the AI data and memory infrastructure company transforming the economics of agentic AI. The WEKA® NeuralMesh™ platform unifies high-performance data storage with extended GPU memory, giving enterprises, AI cloud providers, and AI builders a single foundation for training, inference, and agentic workloads. With Augmented Memory Grid, NeuralMesh extends GPU memory capacity by 1000x, accelerates time to first token by up to 20x, and delivers 10x more concurrent users from the same GPU footprint, proven in production benchmarks. Trusted by 30% of the Fortune 50, WEKA enables organizations to scale AI faster, optimize GPU utilization, and reduce the cost of every token served. Learn more at www.weka.io or connect with us on LinkedIn and X.

About WhiteFiber, Inc.

WhiteFiber is a provider of artificial intelligence ("AI") infrastructure solutions. WhiteFiber owns high-performance computing data centers and provides cloud services to customers. Our vertically integrated model combines specialized colocation, hosting, and cloud services engineered to maximize performance, efficiency, and margin for generative AI workloads. For more information, visit www.whitefiber.com. Follow us on LinkedIn and X @WhiteFiber_.

Forward-Looking Statements

Statements in this press release about future expectations, plans, and prospects, as well as any other statements regarding matters that are not historical facts, may constitute "forward-looking statements" within the meaning of the Private Securities Litigation Reform Act of 1995. Such statements include, but are not limited to, statements about the expected commercial applications of WhiteFiber Continuum, including in telecommunications, edge computing, sovereign AI, and regulated enterprise environments; the anticipated performance characteristics of the architecture, including following full-fiber spectrum testing; the expected availability, pricing, and reservation terms for WhiteFiber Continuum; the pending patent applications relating to the underlying implementation and any protection they may afford; the expected benefits of the distributed GPU supercluster architecture, including with respect to data sovereignty, resilience, and scalability; the ability to pool GPU resources across geographically separated sites and to support last-mile inference and agent workloads; and the Company's plans to pursue future commercial engagements with customers. These statements may be identified by words such as "will likely result," "are expected to," "will continue," "will allow us to," "is anticipated," "estimated," "expected," "believe," "intend," "plan," "projection," "outlook" or words of similar meaning. These forward-looking statements are based upon the current beliefs and expectations of the Company's management and are inherently subject to significant business, economic and competitive uncertainties and contingencies, many of which are difficult to predict and generally beyond the Company's control. Actual results and the timing of events may differ materially from the results anticipated in these forward-looking statements.

These forward-looking statements are subject to a number of risks, uncertainties, and assumptions that could cause actual results to differ materially, including: technical or engineering challenges affecting deployment at scale; the ability of WhiteFiber and its partners to maintain and scale the collaborative relationships necessary to deliver the integrated solution, including its reliance on DriveNets, WEKA, Zayo, and QTS for critical components; competitive responses from established cloud, hyperscaler, and AI infrastructure providers; customer concentration risk if initial commercial uptake depends on a limited number of enterprise customers; the outcome of the Company's pending patent applications and the ability of the Company to protect and enforce its intellectual property rights; the availability and cost of dark fiber capacity and data center facilities from third-party providers; general economic conditions and fluctuations in demand for AI infrastructure; regulatory or data sovereignty requirements affecting the Company's ability to deploy in certain markets; and other risks described in the Company's filings with the Securities and Exchange Commission, including its most recent Annual Report on Form 10-K and subsequent Quarterly Reports on Form 10-Q. Actual results, performance or achievements may differ materially, and potentially adversely, from any projections and forward-looking statements and the assumptions on which those forward-looking statements are based. There can be no assurance that the forward-looking statements contained herein are reflective of future performance to any degree. You are cautioned not to place undue reliance on forward-looking statements as a predictor of future performance as projected financial information and other information are based on estimates and assumptions that are inherently subject to various significant risks, uncertainties and other factors, many of which are beyond the Company's control. The Company undertakes no obligation to update any forward-looking statements except as required by law. All forward-looking statements speak only as of the date of this press release.

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WhiteFiber
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Media Contact
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SOURCE WhiteFiber, Inc.