4 GPU H100 AI SaaS backend Rackmount Build

This rackmount system pairs 4x H100 80GB with AMD Threadripper PRO 7995WX for multi-tenant inference APIs with queue isolation and sustained concurrency. It uses front-to-back high-static-pressure airflow in a 4U rackmount enclosure and is positioned in the enterprise planning tier, intended for dedicated equipment rooms or datacenter rows.

Use case

AI SaaS backend

Example system budget

$130,600 planning estimate (not live pricing).

Hardware breakdown

• GPU: 4x H100 80GB
• CPU: AMD Threadripper PRO 7995WX
• RAM: 1.5TB DDR5 ECC
• Storage: 8TB Micron 9550 NVMe + 16TB enterprise SSD tier
• PSU: 2x 3200W 80+ Titanium

What This Build Includes

Includes:

• GPU(s)
• CPU
• RAM
• Storage
• Motherboard

Not Included:

• Case / chassis
• Cooling system
• Power cables / adapters
• Peripherals

Deployment Notes

• High-power multi-GPU systems require proper airflow
• Ensure PSU headroom for GPU transient spikes
• Verify motherboard PCIe lane and spacing compatibility
• Suitable for workstation or rack environments