ZW LLC demonstrated up to 111% higher throughput in selected ongoing AWS GPU cluster validation tests using Z-infDC.

ZW is an innovative AI/ML software startup based in Chapel Hill, North Carolina. We are transforming how data centers deliver AI inference services through Z-infDC®, a turnkey, SCADA-inspired supervisory and control platform. In selected AWS GPU validation tests, Z-infDC® demonstrated up to 110% higher AI inference throughput* using the same underlying GPU hardware and infrastructure. Our core team brings decades of real-world experience in AI/ML, LLMs, high-performance computing, software development, optical networking, high-power heating and cooling systems, and complex industrial SCADA architectures for managing massive, continuous manufacturing operations. Our Flagship Product: Z-infDC® Z-infDC® integrates advanced LLM optimization techniques, GPU systems, AI serving engines, orchestration software, and real-time supervisory control into one cohesive platform. It gives data center operators a faster, more effective path to expand AI inference capacity, meet rapidly growing customer demand, and increase revenue and profit potential without the time, cost, and complexity of developing and integrating fragmented software systems themselves. *Based on selected internal validation tests conducted on AWS GPU infrastructure. Performance varies by model, workload, hardware topology, concurrency, parallelism, and serving configuration.