Rack Manufacturers Integrating AGI Testing & Commissioning Cells

Use Case Overview

Rack manufacturers and large hyperscaler supply chains need reliable pre-delivery validation for GPU racks and liquid-cooled assemblies. Traditional testing workflows lack consistency and slow down production lines.

AGI’s Rack Manufacturing Commissioning Cells offer purpose-built environments for electrical testing, pressure testing, and liquid-loop validation before racks ship to customer sites. This dramatically reduces field failures and accelerates deployment.

Project Objectives

This project focuses on building standardized commissioning cells that allow rack manufacturers to validate liquid-cooled and GPU-dense racks at scale before shipment.

Improve Rack Quality Before Shipment

Validate thermal and electrical performance in controlled factory environments.

Reduce Field Failures

Catch coolant, wiring, and assembly issues before racks reach hyperscaler campuses.

Enable High-Volume Production

Scale commissioning cells for thousands of racks per month.

Standardize Global Manufacturing

Give OEMs identical validation stations across multiple factories.

Support Liquid Cooling Adoption

Verify direct-to-chip and rear-door cooling systems prior to integration.

Reduce Hyperscaler On-Site Time

Deliver racks that arrive “ready to deploy,” minimizing on-site commissioning.

Key Benefits

By moving performance and reliability checks into the factory, manufacturers reduce field failures, accelerate deployment for hyperscaler customers, and create a consistent global quality benchmark for every rack that leaves the line.

  • Higher reliability for hyperscaler and enterprise customers.
  • Reduced returns and repair cycles.
  • Faster installation since racks arrive fully validated.
  • Lower overall manufacturing cost.
  • Consistent quality across global production facilities.

Conclusion

AGI’s commissioning cells give rack manufacturers a scalable, repeatable, and reliable way to validate every rack before it leaves the factory. This improves customer satisfaction, accelerates deployment timelines, and supports the global shift toward liquid-cooled AI racks.