Scaling to 1000+ Connected d-Matrix Corsair XPUs, Squadron Systems Now Generally Available For Select Customers Seeking Megawatt-Scale Compute for Ultra-Low-Latency AI

SAN JOSE, Calif. , Oct. 12, 2026 /PRNewswire/ — d-Matrix today announced d-Matrix Squadron, a fleet of multi-rack systems offering megawatts of highly efficient inference compute for running AI models with extreme speed and energy efficiency at data center scale.

Benefiting from d-Matrix’s unique memory-centric compute architecture, Squadron clusters are ideal for AI labs, enterprises, and sovereign organizations with latency-sensitive AI applications including coding, personal agents, cybersecurity, and high-frequency trading.

Developed in partnership with Arista, Broadcom, and Supermicro, Squadron has already been deployed by d-Matrix in its Arizona data center for internal research and development and is now shipping to priority customers for deployment in their own data centers. Additionally, Squadron’s building blocks — d-Matrix Corsair servers and d-Matrix Corsair SquadRacks — are now generally available. 

“The journey to enable customers with our memory-centric compute advantage coincides with d-Matrix’s evolution from a specialized chip company to a data center compute infrastructure business,” said Sid Sheth, Founder and CEO of d-Matrix, who unveiled Squadron during his keynote on the opening day of OCP Global Summit at the San Jose Convention Center. “With Squadron shipping, and our Corsair servers and SquadRacks now generally available, the wait is over. Customers now have access to the world’s most efficient data center scale inference infrastructure available for building and ramping their ultra-low-latency AI applications.”

“Bringing next-generation AI infrastructure to market at scale requires deep engineering, systems integration, and manufacturing expertise,” said Charles Liang, president and CEO of Supermicro. “Our collaboration with d-Matrix demonstrates Supermicro’s ability to deliver innovative AI technologies through our proven Data Center Building Block Solutions® (DCBBS). We enable customers to deploy efficient, high-performance inference infrastructure while providing accelerated time-to-online supporting the most advanced AI workloads and heterogeneous computing environments.”

Entire Corsair Platform Now Available
Squadron is available in a wide range of configurations, scaling up to 16 d-Matrix SquadRacks — d-Matrix single eight-server racks — into a fully integrated compute cluster with up to 1,024 d-Matrix Corsair XPUs. The clusters are seamlessly interconnected with d-Matrix JetStream NICs and optimized for ease of deployment with d-Matrix Aviator software. Because Squadron clusters are air-cooled and built on industry standards, customers can integrate them directly into the data centers they already operate, bypassing the need for liquid cooling or costly and time-consuming data center buildouts. 

Corsair servers and SquadRack rack-scale systems are built with Corsair XPUs, JetStream NICs, and Aviator software. Customers can deploy a single Corsair server, a full SquadRack, or scale all the way to a multi-rack Squadron cluster, all on the same air-cooled, industry-standard architecture that drops into existing data centers.

Squadron Enables Industry Milestone, Proves Viability of AFD
Optimized to deploy AI with speed and efficiency, Squadron clusters can run full models exclusively on Corsair XPUs and are also designed for heterogeneous environments where work is split between GPUs and XPUs, an approach called disaggregated compute. 

During his OCP keynote, Sheth revealed that d-Matrix has successfully implemented Attention-FFN Disaggregation (AFD) using its own Squadron system paired with GPU servers.

This work demonstrated that, when offloading Experts/FFN to Corsair racks, the heterogeneous system was able to take advantage of Corsair’s efficiency attributes to generate 845 tokens per second per user. With 64 concurrent users, the heterogenous AFD setup delivered a total throughput of 20,415 tokens per second.

While AFD has been discussed across the industry in theory as a promising disaggregating compute application, d-Matrix is the first to show it running on real silicon that’s available today.

See AFD Demo Live at OCP Global Summit
To learn more about the d-Matrix Corsair platform, or to view d-Matrix’s AFD demo, visit d-Matrix’s OCP booth #C82 or contact d-Matrix at www.d-matrix.ai/contact-sales. d-Matrix researchers will present their AFD demo live at the d-Matrix booth on Wed., Oct. 14 at 11am PT and 2pm PT as well as 11am PT on Thurs., Oct. 15.

About d-Matrix
d-Matrix is a leader in AI inference compute, delivering memory-centric compute chips, software, and rack-scale systems for data centers — making AI faster, more energy efficient, and more accessible.

By bringing compute directly into memory, d-Matrix overcomes the cost, latency, and power limitations of traditional architectures — working independently or in partnership with GPUs and other compute platforms. Its multi-generation roadmap, from planar to 3D memory-compute substrates and rack-scale systems, is built to help hyperscalers, frontier labs, and AI clouds deploy advanced AI experiences at global scale.

As demand for inference accelerates, d-Matrix is charting the path to infinite inference with no latency. For more information, visit www.d-matrix.ai.

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