AI DATA CENTER DEVELOPMENT ADVISORY

From AI ambition to physical infrastructure.

Developing high-density AI infrastructure requires compute, electrical, cooling, network, facility and commercial decisions to be made as one interconnected system. Armaxon helps bring those decisions together.

SEQUENCE DEPENDENCY
ENERGY POWER COOLING COMPUTE NETWORK + STORAGE AI WORKLOADS

No part of an AI data center can be designed in isolation.

Energy capacity constrains cooling. Cooling and power constrain compute density. Compute architecture shapes the network. Change one, and the others move with it.

01

Strategy & Business Case

Build the commercial and strategic foundation before a single rack is specified.

DELIVERABLE — Feasibility assessment and investment case

AI capacity strategyCompute requirementsCapacity planningDevelopment phasingCommercial modellingCAPEX planningOPEX planningFinancial feasibilityRisk analysis
02

Site & Energy

Secure the power and site foundations that high-density AI demands.

DELIVERABLE — Site and power feasibility report

Site requirementsPower availabilityEnergy requirementsElectrical architectureGrid considerationsGeneration strategyResilienceRedundancyEnergy economicsFuture expansion
03

Compute Architecture

Architect compute, network and storage as a single system.

DELIVERABLE — Compute and network architecture options

GPU & accelerator architectureCompute capacityRack architectureRack densityCluster architectureNetworking requirementsStorage requirementsScalabilityFuture technology generations
04

Cooling & Physical Infrastructure

Advise on the thermal and physical systems high-density racks require.

DELIVERABLE — Cooling and facility design brief

Liquid coolingCooling architectureHeat rejectionWater strategyHigh-density rack requirementsFacility layoutPUE optimizationEnergy efficiencyPhysical infrastructure requirements
05

Technology & Procurement

Select technology and structure procurement to de-risk delivery.

DELIVERABLE — Technology shortlist and procurement plan

Platform evaluationOEM evaluationEquipment specificationsProcurement strategySupply-chain considerationsVendor coordinationTechnology roadmapDelivery sequencing
06

Delivery & Operational Readiness

Coordinate delivery through to a fully operational facility.

DELIVERABLE — Delivery plan and readiness roadmap

Development planningTechnical coordinationDelivery oversightCommissioning strategyTestingOperational readinessCapacity expansion planning

Serious engineering. Serious business thinking.

Talk to Armaxon about your infrastructure

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