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Application development Simplify the way you build, deploy, and manage apps. Simplify the way you build, deploy, and manage apps. Automation Scale automation and unite tech, teams, and environments. Scale automation and unite tech, teams, and environments. Use cases Virtualization Modernize operations for virtualized and containerized workloads. Digital sovereignty Control and protect critical infrastructure. Security Code, build, deploy, and monitor security-focused software. Edge computing Deploy workloads closer to the source with edge technology. Virtualization Modernize operations for virtualized and containerized workloads. Modernize operations for virtualized and containerized workloads. Digital sovereignty Control and protect critical infrastructure. Control and protect critical infrastructure. Security Code, build, deploy, and monitor security-focused software. Code, build, deploy, and monitor security-focused software. Edge computing Deploy workloads closer to the source with edge technology. Deploy workloads closer to the source with edge technology. Explore solutions Solutions by industry Automotive Financial services Healthcare Industrial sector Media and entertainment Public sector (Global) Public sector (U.S.) Telecommunications Solutions by industry Financial services Industrial sector Media and entertainment Public sector (Global) Public sector (U.S.) Telecommunications Discover cloud technologies Learn how to use our cloud products and solutions at your own pace in the Red Hat® Hybrid Cloud Console. Platforms Red Hat AI Develop and deploy AI solutions across the hybrid cloud. Red Hat Enterprise Linux Support hybrid cloud innovation on a flexible operating system. Red Hat OpenShift Build, modernize, and deploy apps at scale. Red Hat Ansible Automation Platform Implement enterprise-wide automation. New version Red Hat AI Develop and deploy AI solutions across the hybrid cloud. 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With our open source approach, you get both rapid innovation and complete control over every layer of your AI strategy. Your data stays yours, your models serve your specific needs, and your deployment decisions remain entirely in your hands. Introducing Red Hat® AI Factory with NVIDIA AI insights from Red Hat Catch the latest episode of Technically Speaking, hosted by Red Hat CTO Chris Wright. AI’s next inflection point: Transforming agents into enterprise superusers From inference to agents: Scaling AI in the enterprise with Red Hat AI 3.4 Designing distributed AI inference: Core concepts and scaling dimensions Manage LLM evaluation workloads at scale with EvalHub and Kueue More Developer blogs 233% ROI with Red Hat AI Red Hat commissioned Forrester Consulting to conduct a Total Economic Impact™ (TEI) study and examine the potential return on investment (ROI) enterprises may realize by deploying Red Hat AI. After interviewing Red Hat AI customers, the analysis found that a composite organization realized an ROI of 233% over 3 years, representing a total value of more than triple their initial investment. 1 AI virtual events Check out our live and on-demand virtual events. What’s new and what’s next Learn about the latest advancements in the Red Hat AI portfolio. Catch our next livestream and access previous episodes on demand. vLLM Office Hours Hear the latest developments in vLLM from the team at UC Berkeley and Red Hat. Ask us anything in our bi-weekly, 1-hour sessions. Get started with AI Build your AI skills with hands-on resources for practitioners, or strengthen your decision making with AI knowledge resources. For practitioners See how LLM Compressor increases inference efficiency. Run AI models in cloud development environments. Build a simple agentic AI server with MCP. See what open source AI looks like for developers. For decision makers Get started with AI inference. Get the guide to Models-as-a-Service. Take a look at agentic systems with Red Hat AI. See what AI readiness looks like for the adaptable enterprise. Meet Red Hat AI Enterprise Red Hat AI now includes Red Hat AI Enterprise : an integrated AI platform for deploying, managing, and scaling AI inference, agentic AI workflows, and AI-powered applications on any infrastructure. Red Hat AI 3.3 brings expanded hardware choice, geospatial models, and sparse Mixture-of-Experts (MoE) architectures. These updates provide more choice, more power, and more stability. View this video by opting in to "Advertising cookies." Introducing Red Hat AI Inference on IBM Cloud Now, you can simplify model consumption with a pay-per-token managed service from Red Hat and IBM. These leading open source models are enterprise-ready with built-in governance that supports reliable inference and operations. Your vendors are your choice That’s why they’re our partners, too. We work with open source communities, and software and hardware vendors to help you construct an AI solution of your own design. Be part of the Red Hat AI engineering team. Expand your knowledge of artificial intelligence and experience the benefits of becoming our newest Red Hatter. 1 Forrester Consulting study, commissioned by Red Hat. “Forrester Total Economic Impact™ Of Red Hat AI."February 2026. Red Hat Enterprise Linux Red Hat OpenShift Red Hat Ansible Automation Platform See all products Training and certification Customer support Developer resources Red Hat Ecosystem Catalog Try, buy, & sell Product trial center Buy online (Japan) Contact customer service Contact training Red Hat is an open hybrid cloud technology leader, delivering a consistent, comprehensive foundation for transformative IT and artificial intelligence (AI) applications in the enterprise. 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