— SOLUTION
AI Architecture
Professional services for network design and AI-ready infrastructure consulting. Includes reference architecture design, GPU cluster planning, power/cooling sizing, and workload-to-infrastructure mapping for AI/ML deployments.
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Overview
AI and ML reference architecture design
GPU cluster planning and sizing
Power density and cooling analysis
Network fabric design (InfiniBand, Ethernet, RoCE)
Storage architecture for AI training and inference
Workload-to-infrastructure mapping
Vendor reference architecture validation
Multi-site and edge AI infrastructure design
How It Works
Step 1
Workload assessment
We assess your AI workloads, training and inference patterns, model sizes, and performance requirements to ground the design in actual usage.
Step 2
Reference architecture
Architecture options developed across vendor platforms, with side-by-side comparisons of cost, performance, and operational complexity.
Step 3
Validation and refinement
Selected architecture validated against workload requirements, with sizing iterations to optimize cost and capacity.
Step 4
Deployment-ready specifications
Final design delivered as deployment-ready bill of materials, cabling diagrams, and configuration specifications ready for procurement and integration.
AI infrastructure designed for actual workloads, not generic templates
Right-sized capacity that avoids over- and under-provisioning
Vendor selection informed by independent analysis
Seamless handoff into procurement, integration, and deployment
Use Cases
Enterprise AI infrastructure
GPU rack integration with liquid cooling readiness, power validation, and pre-staged AI software stacks tested before shipment.
Network modernization
Refreshing network architecture to support AI workloads, edge expansion, or hybrid cloud connectivity requirements.
Vendor evaluation
Independent analysis of vendor reference architectures against your specific workload patterns and operational constraints.
Tell us about your workloads and timeline. We will scope an architecture engagement within 48 hours.
Talk to an Infrastructure Architect
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