COMPUTE + COOLING
Built for High-Density AI Compute
Modern AI infrastructure demands new rack densities, new cooling methods, and new facility logic. This page makes that transition legible.
AT A GLANCE
Purpose-Built Infrastructure
- 100+kW Per Rack Density
- <1.1 PUE Target
- 480VDC Power Distribution
THE GAP
Why Legacy Facilities Break Down
Traditional data centers were designed for general-purpose compute at 5-15 kW per rack. Air cooling, raised floors, and perimeter CRAC units worked well for that era. But modern AI workloads push rack densities to 50-100+ kW. At these levels, air cooling hits fundamental physical limits.
Retrofit attempts are expensive and often insufficient. New AI infrastructure requires a clean-sheet approach to power delivery, cooling architecture, and physical layout.
DENSITY
Rack Density Evolution
| Configuration | Rack Density | Cooling | PUE | Power Model |
|---|---|---|---|---|
| Traditional | 5-10 kW | Air (CRAC) | 1.4-1.8 | Grid |
| Cloud Optimized | 15-30 kW | Hot/Cold Aisle | 1.2-1.4 | Grid + PPA |
| GPU-Dense | 40-70 kW | Rear-door Liquid | 1.15-1.3 | Grid + PPA |
| Nexus Model | 100+ kW | Full Immersion | <1.1 | Nuclear + Renewable |
MODULAR DESIGN
Modular Pod Architecture
Rather than building monolithic facilities, the infrastructure is organized into self-contained pods. Each pod is a deployable unit with defined inputs and outputs that can be factory-assembled and rapidly deployed on site.
- 50-100 racks Compute Pod
- MW-scale Cooling Pod
- 100G+ Network Pod
COOLING
Three-Tier Cooling Architecture
Tier 1
Direct-to-Chip Liquid
Cold plates mounted directly on processors remove heat at the source. Most efficient approach for hotspot management with minimal thermal resistance.
Tier 2
Single-Phase Immersion
Servers fully submerged in dielectric fluid. Eliminates air cooling entirely and enables uniform heat removal across all components.
Tier 3
Two-Phase Immersion
Fluid boils at the chip surface, vapor rises and condenses, then returns to the bath. Highest density capability with passive fluid circulation.
POWER DELIVERY
Rack-Level Power Architecture
- 100+ kW Per Rack
- 480VDC Distribution
- 99.999% Target Uptime
- <1.1 PUE Target