Enterprise Deployment Models

AI infrastructure control plane

The control plane is the centralized management layer that handles provisioning, scheduling, monitoring, and policy enforcement across all GPU infrastructure, regardless of where it physically sits.

A strong control plane is what lets a platform team manage thousands of GPUs across multiple sites through one interface instead of many disconnected tools.

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