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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.

AI workloads do not fit traditional data center designs. Power density, cooling requirements, network fabric, and storage architecture all need to be reconsidered when GPU clusters become the primary workload. Our professional services team works with engineering and infrastructure leaders to design AI-ready environments, validate vendor reference architectures against your actual workloads, and translate workload requirements into deployable infrastructure specifications.

AI workloads do not fit traditional data center designs. Power density, cooling requirements, network fabric, and storage architecture all need to be reconsidered when GPU clusters become the primary workload. Our professional services team works with engineering and infrastructure leaders to design AI-ready environments, validate vendor reference architectures against your actual workloads, and translate workload requirements into deployable infrastructure specifications.

What it is, who it's for.

Capabilities

Capabilities

  • 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 4

Documentation and reporting

Certificates of destruction, environmental reporting, and recovered value statements delivered with full audit trail.

Step 3

Destruction and processing

Data destruction performed using certified methods aligned to NIST 800-88. Hardware processed through R2 or e-Stewards aligned recyclers as appropriate.

Step 2

Secure collection

Assets collected with chain-of-custody documentation initiated at pickup, including serialized tracking and tamper-evident transport.

Step 1

Inventory and scoping

We capture the asset list, destruction requirements, regulatory considerations, and value recovery objectives for the engagement.

Outcomes

Outcomes

  • 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

Regulated industry disposal

ITAD for healthcare, financial services, and government workloads where data destruction documentation is required for regulatory compliance.

Data center decommissioning

Full facility decommissioning with secure data destruction, certified recycling, and recoverable value returned to the customer.

Multi-country hardware refresh

Coordinated ITAD across regions with consistent documentation, destruction standards, and consolidated reporting back to one stakeholder.

Planning AI infrastructure for the next deployment cycle?

Planning AI infrastructure for the next deployment cycle?

Planning AI infrastructure for the next deployment cycle?

Tell us about your workloads and timeline. We will scope an architecture engagement within 48 hours.

Talk to an Infrastructure Architect

Global data center infrastructure services, from sourcing to disposition, across 40+ countries — with a single point of accountability.

CONTACT

+1 (909) 830-8780

11175 Azusa Ct. Suite 110

Rancho Cucamonga CA 91730

United States

© 2026 Global Edge Solutions, Inc.

Privacy · Terms

Global data center infrastructure services, from sourcing to disposition, across 40+ countries — with a single point of accountability.

CONTACT

+1 (xxx) xxx-xxxx

Global HQ, USA

© 2026 GlobalEdge

Privacy · Terms

Global data center infrastructure services, from sourcing to disposition, across 40+ countries — with a single point of accountability.

CONTACT

+1 (xxx) xxx-xxxx

Global HQ, USA

© 2026 GlobalEdge

Privacy · Terms