Red Hat AI Enterprise

Red Hat AI Enterprise is an integrated AI platform that provides the foundation for building, developing, and deploying AI-powered applications across the hybrid cloud. It brings together both the model and the AI application lifecycle ensuring consistent security, governance, and management to help minimize operational complexity and risk.

Red Hat AI Enterprise provides the capabilities to address the needs of AI use cases today while accelerating future adoption of new technologies like autonomous workflows and AI agents by:

• Managing AI development, training, and tuning across both predictive and generative AI use cases.
• Deploying, managing, and scaling AI inference, agentic AI workflows and AI-powered applications.
• Building modern, AI applications on a single, centralized platform Kubernetes infrastructure powered by Red Hat OpenShift at its core through a consistent experience, anywhere, using familiar tools and frameworks.
• Delivering a comprehensive and layered approach to security and safety across the entire AI lifecycle.
• Ensuring efficient resource utilization and allocation for model training and inference.

This unified approach offers tangible benefits. Red Hat AI Enterprise enables organizations to:

• Accelerate time-to-value. Red Hat AI Enterprise helps you accelerate innovation by offering an enterprise AI stack that you can deploy and run on your infrastructure of choice. The platform allows developers and AI engineers to focus on quickly building and delivering cloud-native AI-powered applications by providing a ready-to-use development environment with preconfigured tooling, automated deployments, and built-in observability.
• Increase operational efficiency. Red Hat AI Enterprise increases operational efficiency by streamlining and automating workflows, from code commits to rapid model tuning to deployment. The platform empowers IT operations to achieve consistent performance and maximize infrastructure value through intelligent resource allocation and integrated lifecycle management—supporting cost-optimized, high-performance AI use cases.
• Mitigate risk. Red Hat AI Enterprise minimizes the risk associated with enterprise AI adoption by providing an enterprise-ready AI stack that is integrated, tested, and supported to ensure business continuity and enhance interoperability across any model, any hardware, and the hybrid cloud. This platform provides the technical foundation for organizations to address data residency and regulatory needs, allowing them to confidently scale AI anywhere they need to operate.

Support

• Direct support from Red Hat's award-winning support team with 24x7 access to support engineers for high-severity issues and access to our Knowledgebase.
• Important! You will need to activate your support subscription. We've created a no cost Azure SaaS offering to help automate the activation process. The Red Hat Subscription Support Registration listing has more details.