d-Matrix, a company focused on low-latency AI inference computing for data centers, announced that it has acquired the data center business of GigaIO, a systems engineering organization known for its expertise in rack-scale infrastructure and high-performance interconnects.
The acquisition builds on a collaboration that began in 2025 and aims to strengthen d-Matrix’s ability to provide system-level AI infrastructure. With this agreement, the company will expand its end-to-end platform, which includes Corsair inference accelerators, JetStream networking, Aviator software, and the SquadRack rack-scale reference architecture developed with Broadcom and Arista.
As part of the transaction, GigaIO will continue to operate independently with a focus on edge computing, while d-Matrix will take ownership of key data center technologies, including SuperNODE and FabreX PCIe-based memory fabrics. These assets are expected to power d-Matrix’s roadmap for scalable AI inference infrastructure.
The move also brings a team of Carlsbad, California-based systems engineers to join d-Matrix, establishes a new engineering hub, and expands its global footprint to six innovation centers in North America, Europe, and Asia.
The acquisition reflects broader changes in AI infrastructure, with inference workloads increasingly distributed across CPUs, GPUs, and specialized accelerators. This change requires efficient, low-latency data movement across chips, nodes, racks, and data centers.
Important quote:
“Inference is bigger than any chip. It’s now a systems problem. To meet the burgeoning demand for AI, Frontier Labs and other power users are breaking workloads into smaller tasks and distributing them across CPUs, GPUs, and inference accelerators, with each processor handling a different part of the problem. That means data is distributed between chips, nodes, racks, and We need to move efficiently across our centers in real time. This acquisition accelerates our ability to deliver an infrastructure built for this new reality. Latency, efficiency and scale are all important at the same time.”
Sid Sheth, d-Matrix Founder and CEO
