SkyPilot

SkyPilot is an AI compute platform that helps organizations bring fragmented infrastructure together and run AI workloads across Kubernetes, Slurm, virtual machines, on-premises systems, and more than 20 cloud providers. Its unified interface supports the full AI lifecycle, from development and pre-training to post-training and reinforcement learning, batch inference, agent sandboxes, and production endpoints.

The platform includes a command-line interface, intelligent scheduling, GPU monitoring, multi-cluster management, quotas, and workload controls. Teams can coordinate jobs across different providers, improve GPU utilization through priority scheduling and sharing, and respond to GPU or networking faults with health checks and remediation. SkyPilot also supports scaling to new clusters and cloud providers, helping teams manage capacity without being tied to a single environment.

SkyPilot offers open-source software and an enterprise platform. Enterprise capabilities include a scalable control plane, unified dashboards, cost management, policy enforcement, role-based access controls, workspaces, and single sign-on. Deployment options include bring-your-own-cloud and bring-your-own-key setups, private virtual networks, and air-gapped environments.