AI Infrastructure

GPU-Ready, Density-Proven, Procurement-Ready

Desert Dragon Is Engineered for thePlatforms Hyperscalers Are Actually Deploying

Generic “AI-ready” claims do not pass hyperscaler review. Below is the platform evaluation matrix our engineers have used to validate fit for current and roadmap GPU deployments within Desert Dragon.

Supported AI Compute Platform

Platform Per-Rack Density Cooling Modality Status
NVIDIA HGX H100 / H200 40–60 kW Air, DTC Production
NVIDIA HGX B200 60–80 kW DTC, Immersion Deployment-Ready
NVIDIA HGX B300 80–120 kW DTC, Immersion Deployment-Ready
NVIDIA GB200 NVL72 120–140 kW DTC Deployment-Ready
NVIDIA GB300 NVL72 140 kW+ DTC, Immersion Deployment-Ready
AMD Instinct MI300X / MI325X 50–80 kW Air, DTC Production
AMD Instinct MI350 / MI355X 80–120 kW DTC, Immersion Deployment-Ready
AMD Instinct MI450 Series 120 kW+ DTC, Immersion Roadmap-Ready
Custom Hyperscaler Reference Designs Up to 368 kW Immersion (XDS-validated) Available

Supported AI Compute Platform

 

Platform

Per-Rack

 

Cooling Modality

 

Status

Density

NVIDIA HGX H100 / H200
40–60 kW
Air, DTC
Production
NVIDIA HGX B200
60–80 kW
DTC, Immersion
Deployment-
Ready
NVIDIA HGX B300
80–120 kW
DTC, Immersion
Deployment-
Ready
NVIDIA GB200 NVL72
120–140 kW
DTC
Deployment-
Ready
NVIDIA GB300 NVL72
140 kW+
DTC, Immersion
Deployment-
Ready
AMD Instinct MI300X / MI325X
50–80 kW
Air, DTC
Production
AMD Instinct MI350 / MI355X
80–120 kW
DTC, Immersion
Deployment-
Ready
AMD Instinct MI450 Series
120 kW+
DTC, Immersion
Roadmap-Ready
Custom Hyperscaler Reference
Up to 368 kW
Immersion (XDS-
Available
Designs
validated)

Supporting AI Workloads at Scale Reference Architectures

Reference Architectures Reference Cluster A — 32 MW AI Training Pod
A turnkey 32 MW DTC-cooled cell built for sustained large-model training. Supports up to 256 GB200 NVL72 racks with NVIDIA Quantum-2 InfiniBand non-blocking fat-tree, 800 Gbps east-west fabric, hot-aisle containment with rear-door heat exchangers, and 2N power topology. Available as customer-fit-out or fully managed.

Reference Cluster B — 10 MW High-Density Inference Cell
A 10 MW immersion-cooled deployment proven in production with customer platform requirements— supporting up to 368 kW per immersion pod. Optimized for sustained inference workloads, mixed-precision serving, and high- throughput multimodal pipelines. Spectrum-X Ethernet fabric standard; InfiniBand on request

Reference Cluster C — Sovereign Air-Gapped Enclave
A physically segregated cage with dedicated power feeds, network isolation, customer-controlled HSM, and biometric-controlled access Built for classified government and defense-adjacent training and inference workloads

Networking and Fabric NVIDIA Quantum-2 InfiniBand
NVIDIA Spectrum-X Ethernet · Cisco Nexus 9000 series · Arista 7060X / 7800R · 400G and 800G fabric standard · Carrier-neutral with Tier 1 IP transit and direct connects to AWS, Azure, Google Cloud, and Oracle Cloud upon request

Storage Fabric
All-flash NVMe-oF with sustained 100+ GB/s per cluster. WekaIO, VAST Data, and DDN reference designs validated. Customer-supplied storage supported.

Operational Excellence forAI Infrastructure

Our facilities are supported by dedicated operations teams that monitor power systems, cooling environments, network infrastructure, and environmental conditions across AI deployments.

  • Predictable performance via live telemetry and thermal/power guardrails
  • Reliability engineered for GPU densities and long training windows
  • 24/7 NOC & DC operations, SLA/OLA targets, and incident runbooks
  • Elastic capacity management as model and dataset sizes increase
  • Sovereign controls: RBAC, audit trails, residency/compliance alignment
  • Frictionless enablement: Focus on models—facilities are fully managed

Secure, Flexible Hyperscaling &
Colocation Solutions

Get in touch with us to learn how our secure colocation environments and industry-leading interconnection services can support your growth and ensure operational continuity.