How to Allocate GPU Costs in Shared Kubernetes Clusters for AI Workloads

GPU nodes are the most expensive line items in a Kubernetes cluster, and when multiple teams share them, the bill arrives as one undifferentiated number. Nobody knows who spent what, and the quarterly cost review becomes a negotiation rather than a planning exercise.