d-Matrix Unveils Squadron Compute Clusters for Data Center Scale AI Inference

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On October 12, 2026, d-Matrix announced the rollout of Squadron, a multi-rack system designed to deliver high-efficiency inference compute at a data center scale. Capable of scaling to over 1,000 interconnected d-Matrix Corsair XPUs, the new systems provide megawatt-scale processing for latency-sensitive artificial intelligence workloads. Developed alongside industry partners including Arista, Broadcom, and Supermicro, Squadron clusters utilize an air-cooled, standards-based architecture that integrates directly into existing data center facilities without requiring costly liquid cooling retrofits. Furthermore, the underlying Corsair servers and SquadRacks are now commercially available for priority clients and enterprises seeking optimized inference infrastructure.

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d-Matrix announced the Squadron computing cluster at a megawatt scale for AI inference, declaring its evolution into the data center infrastructure business. Through collaboration with Arista, Broadcom, Supermicro, and others, it connects over 1,000 Corsair XPUs to support ultra-low-latency AI computations. The commercialization of this infrastructure is expected to maximize data center efficiency and have a direct positive impact on related hardware and networking markets.

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The launch of d-Matrix's Squadron cluster dramatically improves AI inference efficiency within data centers and will directly contribute to the hardware revenue growth of partners such as Broadcom and Supermicro. In particular, the ability to integrate into existing air-cooled infrastructure without liquid cooling facilities acts as a key driver accelerating adoption.

In a bullish scenario, demand from companies requiring ultra-low-latency AI computation will surge, leading to improved earnings for partner companies. In a bearish scenario, adoption could slow if validation of compatibility with the existing GPU ecosystem is delayed. Going forward, attention must be paid to the scale of adoption by major data center clients and the effectiveness metrics of Disaggregated Distributed Inference (AFD).

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