ClearML is a three-layer AI infrastructure platform comprising an Infrastructure Control Plane, an AI Development Center, and a GenAI App Engine. The Infrastructure Control Plane orchestrates GPU clusters across on-premise, cloud, and hybrid environments with priority-based job scheduling, dynamic fractional GPU allocation, quota management, and usage-based billing. The AI Development Center provides an integrated IDE-like workbench with experiment tracking, data pipelines, model registry, CI/CD hooks, and automated workflow tooling. The GenAI App Engine enables one-click LLM deployment onto compute clusters, handling networking, authentication, vector database creation, and feedback loops for iterative GenAI development.