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AI infrastructure may be procured as individual components, but operators inherit a complete system and the interfaces between them. As density, deployment speed, and workload variability increase, those interfaces can drive commissioning delays, cost uncertainty, service complexity, and operational risk. This session will examine how integrating power, thermal, controls, deployment, commissioning, and lifecycle services can improve operational resilience. We will unpack:

• How repeatable architectures and system-level commissioning preserve design intent from factory testing through to operations
• How a system-level approach can improve cost predictability and accelerate issue resolution
• Maintaining performance as infrastructure scales and develops
• How creating a repeatable operations blueprint supports technology refresh cycles