AI Inference Racks,
Delivered as Containers.
Production-ready compute in weeks—not years. SCX.ai delivers containerised AI rack deployments designed for rapid, repeatable rollout—so AI becomes a procurement decision, not a construction project.
Rapid deployment
Deployable in as little as 30 days and often marketed as ~90 days end-to-end—dramatically faster than 18–24 months for traditional builds.
Air-cooled efficiency
Designed for standard air-cooling with ~10kW power positioning—avoids exotic liquid cooling retrofits.
Clear economics
Built for validated performance-driven models (token economics, TCO/ROI framing) versus uncertain payback and integration risk.
Plug-and-play footprint
Deploy where there’s power + network.
Managed option
Reduce internal AI ops burden; focus on customers and workloads.
Scale path
From small cluster to ~1MW growth trajectory.
How it works: from factory to inference
Our containerised approach removes the complexity of traditional data centre construction. We pre-integrate the entire stack—compute, networking, and software—so you focus on the outcome, not the build.
1. Factory Integration
Racks are assembled, cabled, and software-imaged in our secure facility. We validate performance benchmarks and thermal stability before shipping.
2. Site Prep
Minimal requirements: a concrete pad or secure floor space, standard 3-phase power connection, and a high-speed network uplink. No complex liquid cooling loops needed.
3. Delivery & Install
The container arrives via standard logistics. Our field engineering team secures the unit, connects power/network, and performs physical safety checks.
4. Remote Turn-up
The SCX.ai operations centre remotely activates the cluster, establishes the secure management tunnel, and hands over API endpoints for inference.
Operational Responsibilities
Customer / Site Host
- Physical security (perimeter access, surveillance)
- Stable utility power & backup generator (if critical)
- Network cross-connect to carrier or campus backbone
SCX.ai & Partners
- Hardware lifecycle management & break-fix
- 24/7 Remote monitoring of thermal/power health
- Software stack updates, security patching, and optimization
Who it’s for
Data centres & colo operators
Launch inference capacity fast; monetize demand.
Enterprises
Private inference, sovereignty, predictable rollout.
Gov/critical infra
Deploy where speed + control matter.
What’s included
- Containerised rack deployment (factory-validated, repeatable)
- Commissioning & bring-up (power/network validation)
- Inference platform integration (model serving, observability)
- Operations options (customer-managed or fully managed)
Why “inference-first”
Most organizations don’t need a training megafactory to win. They need fast, efficient inference that can be deployed repeatably—close to data, customers, or compliance boundaries.
Ready to accelerate your AI infrastructure?
Site power + network check, rack sizing, and rollout plan.
Book a deployment assessment