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

Next: Explore site selection strategy

Site Strategy