AI Data Center Building Block Solutions Optimized for NVIDIA HGXTM B300 and GB300 NVL72

AI workloads are rapidly pushing data centres to new limits as model sizes grow into the trillions of parameters and reasoning workloads demand ever-higher compute density. This brochure introduces Supermicro’s NVIDIA Blackwell Architecture Solutions, developed in close collaboration with NVIDIA to deliver unmatched time-to-online, global manufacturing scale (5,000+ racks per month), and end-to-end deployment services. The portfolio spans HGX™ B300, GB300 NVL72, and GB200 NVL72/NVL4 platforms—purpose-built for AI factories operating at hyperscale.

The brochure details multiple reference architectures, including HGX B300 8-GPU systems (air and liquid cooled), 2-OU OCP liquid-cooled platforms delivering industry-leading GPU density, and the GB300 NVL72 SuperCluster, which integrates 72 Blackwell Ultra GPUs in a single rack to function as an exascale-class AI supercomputer.

Key Insights Include:

• Blackwell Ultra unlocks a new era of AI scale — HGX™ B300 and GB300 NVL72 systems deliver massive HBM3e memory, 1.8TB/s NVLink GPU-to-GPU interconnects, and up to 800Gb/s networking, enabling trillion-parameter model training and large-scale reasoning workloads.
• Flexible air and liquid cooling options — From 8U air-cooled systems to advanced DLC-2 liquid-cooled designs capturing up to 98% of system heat, organisations can optimise for density, power savings, and operational simplicity.
• Rack-scale density without compromise — OCP-based 2-OU platforms and NVL72 SuperClusters deliver up to 144 GPUs per rack and scale to 1,152-GPU SuperClusters, maximising performance per square metre.
• End-to-end AI factory readiness — Supermicro provides complete solutions including networking fabrics, CDUs, cabling, L11/L12 validation, on-site deployment, and SuperCloud Composer® management software for monitoring and optimising liquid-cooled environments.
• Unmatched time-to-online at global scale — With worldwide manufacturing, pre-validated designs, and integrated services, Supermicro reduces deployment risk and accelerates production AI rollouts.

Download the brochure to explore the full NVIDIA Blackwell system portfolio and identify the right building blocks for your AI data centre strategy.

White Paper from