Spin up GPU/CPU clusters, deploy managed inference endpoints, and run data pipelines — billed by the second.
Launch a clusterAutoscaling endpoints with versioning and canary rollouts.
Spot or reserved capacity with checkpointing.
Move and transform datasets with lineage.