Red Hat OpenShift AI

Red Hat OpenShift AI is a flexible hybrid cloud platform to deploy open-weight models and autonomous agents at scale, combining MLOps, GenAIOps and AgentOps capabilities with open source tools like PyTorch, Kubeflow, MLflow and vLLM, plus built-in NeMo guardrails and adversarial vulnerability scanning for AI safety and security.