AI Datacenter Buildout & Support

Assess →Design → Build → Integrate → Validate → Deploy → Commission → Scale → Support 

Overview

Aptly helps enterprises build, deploy, validate and scale AI-ready data center infrastructure, including high-density GPU compute, networking, power, cooling and cluster infrastructure.

Aptly is the only Microsoft-trusted supplier authorized to build and support third-party hyperscale data centers worldwide. With decades of real-world experience, we’ve delivered and operated tens of thousands of GPU nodes, InfiniBand fabrics, and AI-optimized clusters across multiple Azure regions and enterprise data centers.

Through direct partnerships with NVIDIA and Supermicro, Aptly now offers integrated, ready-to-deploy GPU rack solutions : pre-validated, factory-assembled, and tested for performance and reliability. Aptly manages everything beyond the rack: datacenter deployment, networking, power-up, burn-in, and continuous support at hyperscale.

From initial design validation to 24×7 white-glove operations, Aptly ensures your GPU infrastructure performs at peak capacity, always available, always optimized.

What’s Holding Your GPU Infrastructure Back?
Common Challenges

❌ Deployment & Integration Delays

Rack integration, networking, configuration, and commissioning delays can leave expensive GPU capacity sitting idle and delay production workloads.

❌ Infrastructure Reliability Gaps

Hardware failures, limited spares, and infrastructure gaps make high availability harder to achieve and maintain, with 1 in 10 data center outages still causing serious or severe disruption

❌ Power & Cooling Constraints

40% of existing AI data centers could face power constraints by 2027, as growing GPU infrastructure puts increasing pressure on power, cooling, and available capacity

❌ Infrastructure Readiness Gaps

 Limited monitoring can leave GPU, network, cooling, and hardware issues undetected, while 4 in 5 serious data center outages could have been prevented with better management, processes, and configuration

❌ AI Infrastructure Skills Gaps

38% of I&O leaders facing AI setbacks cite persistent skills gaps, highlighting the specialized expertise required to deploy, monitor, and operate GPU infrastructure 24×7

What You Gain with Aptly

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Get GPU capacity online faster with end-to-end integration, testing, validation, and commissioning. 

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Build toward higher availability with validated architecture, the right spare strategy, continuous monitoring, and operational support. 

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Plan for reliable GPU growth with validated power, cooling, rack design, and infrastructure planning.

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Detect and resolve issues earlier with continuous GPU infrastructure monitoring, proactive alerts, and expert support. 

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Extend infrastructure support beyond deployment with specialized engineers, AI-assisted support and 24×7 global coverage. 

Our End-to-End AI Data Center Buildout & Deployment Process

Aptly’s AI Data Center services provides full-spectrum lifecycle management : From design validation to operation, at hyperscale.

Rack-Level Integration & Delivery

  • In partnership with Supermicro and NVIDIA, Aptly delivers turnkey integrated GPU racks pre-validated and ready for datacenter deployment.
  •  Each rack undergoes power mapping, structured cabling, airflow optimization, and factory burn-in validation for reliability.
  • Integrated racks are NVIDIA-certified and performance-verified with uniform BIOS and firmware baselines.
  •  Aptly ensures seamless rack acceptance testing and on-site commissioning to bring racks online efficiently.
Rack-Level Integration & Delivery
Design Validation & Architecture Alignment
Design Validation & Architecture Alignment 
  • Validate datacenter design and rack layout against customer AI workload roadmap, GPU density, and scalability requirements.
  •  Assess power distribution (PDU), cooling capacity, and thermal zoning for optimal efficiency and PUE.
  •  Validate network and fabric topology including InfiniBand spine-leaf or RoCE Ethernet designs for redundancy and throughput.
  •  Review infrastructure readiness and compliance against hyperscale operational and environmental standards.
Rack Energization and Networking Setup 
  • Rack Energizing pre-check and safety verification, Power path and PDU verification, initial load staging validation and signoff.
  • Deploy and configure InfiniBand, NVLink, and RoCE Ethernet fabrics for high-performance interconnects.
  •  Conduct port validation, redundancy failover testing, and topology diagnostics to prevent link-down incidents.
  • Implement network security, firewalls, VLAN segmentation, zero-trust access, and secure out-of-band management.
  • Standardize BIOS, firmware, OS imaging, and driver pipelines with automated provisioning for consistency across nodes.
Rack Energization and Networking Setup
Cluster Burn-In & Benchmarking
Cluster Burn-In & Benchmarking
  • Perform thermal, PCIe, and NVLink stress testing on every node and interconnect path.
  • Benchmark using NVIDIA Nsight, DCGM, Lambda Benchmark, and MLPerf workloads to certify sustained performance.
  • Integrate Aptly’s monitoring agents and telemetry for predictive analytics and fault detection.
  • Generate detailed performance and reliability certification reports for production readiness.

Ongoing Infrastructure Support & Lifecycle Management 

 

AI-Assisted Operations -> Governed Remediation ->Human Expertise

Aptly uses AI to detect, diagnose, and automatically remediate approved, repeatable issues, while 24×7 Aptly engineers handle complex and high-impact incidents. Customers define what AI can automate, keeping critical actions governed, auditable, and under human control.

  • Provide 24×7 white-glove support through Aptly’s Global Operations Centers in North America, Europe, and Asia.
  • Deliver continuous monitoring of GPU node health, utilization, and interconnect stability with proactive alerting.
  • Perform scheduled firmware, BIOS, and OS upgrades in alignment with NVIDIA and Supermicro release cycles.
  • Manage RMA, spare logistics, and and post-deployment infrastructure support
Ongoing Operations & Lifecycle Management
Operational Readiness & Compliance
Operational Readiness & Compliance
  • Deliver as-built documentation, configuration baselines, and operational runbooks for customer SRE and IT teams.
  • Provide system validation and compliance audits against organizational and hyperscaler standards.
  • Conduct readiness review and acceptance sign-off to ensure seamless transition to steady-state operations.
  • Transition production-ready infrastructure to Aptly’s Managed Data Center Operations Services when ongoing operational ownership is required.
Why Aptly

Microsoft-Proven Hyperscale Experience

Delivered GPU and compute clusters across Azure regions worldwide.

Integrated NVIDIA + Supermicro Partnership

Joint delivery of pre-assembled racks and factory-burned solutions, reducing customer deployment time by up to 40%.

Operational Excellence Beyond Installation

Aptly handles network link-down recovery, node availability, lifecycle upgrades, and uptime management.

Automation-Driven Efficiency

Standardized playbooks and automation pipelines reduce deployment timelines from months to weeks.

Hardware Ecosystem Expertise

Deep field experience across HPE, Dell, Lambda, CoreWeave, Nebius, and NVIDIA reference architectures.

Global Reach

Dedicated teams across the U.S., Europe, India, and nearshore centers to ensure 24×7 delivery and coverage.

Customer Outcomes

01

Future-Proof Scalability through modular rack design and continuous firmware-driven optimization.

02

Accelerated Time-to-Capacity with pre-integrated NVIDIA racks

03

Predictable Performance through validated benchmarks, InfiniBand tuning, and load-balanced GPU utilization.

04

High Availability with continuous monitoring, auto-remediation, and proactive upgrade cycles.

05

White-Glove Global Support ensuring zero-gap operations across multiple datacenter geographies.

Frequently Asked Questions

AI data center buildout services cover the design, integration, deployment, validation, and commissioning required to bring high-performance AI data center infrastructure into production.

Aptly supports the lifecycle from AI data center design and rack integration through networking, power, cooling, cluster validation, commissioning, and ongoing infrastructure support.

AI infrastructure deployment involves integrating GPU compute, high-speed networking, power distribution, cooling, firmware, operating systems, and monitoring into a production-ready environment.

Aptly’s AI infrastructure integration approach includes: rack energization, configuration, AI data center networking, infrastructure validation, and readiness testing to help organizations deploy reliable GPU infrastructure at scale.

Aptly supports end-to-end AI cluster deployment, from GPU rack integration and network configuration to cluster validation and burn-in testing.

GPU nodes and interconnects are stress-tested across thermal, PCIe, and NVLink paths, with performance benchmarking and reliability validation performed before production readiness and acceptance sign-off.

Aptly designs and deploys high-performance AI data center networking for large-scale GPU clusters, including InfiniBand, RoCE Ethernet, and NVLink interconnects. Network validation includes topology checks, port testing, redundancy and failover testing, and diagnostics to help maintain the low-latency, high-bandwidth connectivity required by distributed AI workloads.

Aptly evaluates power distribution, cooling capacity, rack density, airflow, and thermal management as part of the AI infrastructure buildout process.

For high-density GPU infrastructure, this includes validating PDU capacity, thermal zoning, airflow requirements, and infrastructure readiness, including liquid cooling requirements where applicable, to support reliable AI infrastructure scaling.

Yes. Aptly provides ongoing AI data center operations after infrastructure deployment and commissioning, helping organizations operate and maintain production AI environments at scale. Our managed data center operations services include 24×7 data center monitoring, incident management, smart hands support, infrastructure troubleshooting, preventive maintenance, GPU and network support, spares and RMA coordination, capacity management, and operational optimization.

This provides continuous support for GPU infrastructure, high-density AI clusters, and other mission-critical AI data center infrastructure.

Let Aptly help you design, deploy, and operate GPU infrastructure at hyperscale, built for reliability, optimized for performance, and supported every hour of every day.