d-Matrix acquires Wallaroo.ai to speed up deployment of heterogeneous AI inference workloads

d-Matrix, which builds ultra-low-latency AI inference systems for data centers, announced on August 3 that it has acquired Wallaroo.ai, a leader in AI inference deployment and orchestration software. According to the PR Newswire announcement, the deal brings d-Matrix Wallaroo's technology platform, intellectual property, and engineering talent.

The acquisition is d-Matrix's second in four months, following its purchase of GigaIO's data center business in April. The company says the integration advances its position as a category leader in rack-scale heterogeneous AI solutions that pair GPUs with specialty XPUs for maximum speed and energy efficiency.

With Wallaroo, d-Matrix now offers an end-to-end inference platform spanning high-performance silicon to deployment software, making it easier for customers to deploy and scale low-latency inference from single-server nodes to multi-rack data center scale. Wallaroo's engineering, product, and go-to-market teams are joining d-Matrix, adding deep expertise in software architecture, high-performance computing, Kubernetes operations, and AI inference systems.

"Customers told us the biggest barrier isn't just performance, it's also the operational complexity of getting there," said Sid Sheth, founder and CEO of d-Matrix. "By integrating deployment and orchestration software directly into our stack, we're giving customers the simplest, fastest path from evaluation to production-scale inference."

Vid Jain, founder and CEO of Wallaroo.ai, said the two companies share the belief that inference requires seamless deployment and scale, not just faster chips, and that combining Wallaroo's orchestration software with d-Matrix's purpose-built silicon "immediately creates an inference platform that's leaps and bounds ahead of the market."

The deal lands during a period of momentum for d-Matrix: its flagship Corsair inference platform is in full production and shipping to priority customers, and in early July d-Matrix and Parasail announced the deployment of Corsair alongside existing NVIDIA Hopper and Blackwell GPU architectures in Parasail's cloud data center.

The acquisition underscores how AI inference competition is shifting from raw chip performance to full-stack integration, as heterogeneous accelerators make deployment and orchestration software a critical bottleneck. Watch how the combined Corsair-plus-Wallaroo stack performs in production, and whether the vertical integration helps d-Matrix win more share in an inference market still dominated by NVIDIA.