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Products & documentation Red Hat AI
A platform of products and services for the development and deployment of AI across the hybrid cloud.
Red Hat AI Enterprise
Build, develop, and deploy AI-powered applications across the hybrid cloud.
Red Hat AI Inference
Optimize model performance with an integrated stack for fast, consistent, and cost-effective inference at scale.
Red Hat Enterprise Linux AI
Develop, test, and run generative AI models to power enterprise applications.
Red Hat OpenShift AI
Build and deploy AI-enabled applications and models at scale across hybrid environments.
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AI partners
Red Hat AI
Accelerate the development and deployment of enterprise AI solutions with a trusted foundation that supports any model and any agent, running on any hardware accelerator, across the hybrid cloud.
Red Hat AI extends agentic flexibility and efficiency with its latest release:
Red Hat AI 3.4 is here.
Deliver agentic AI on a platform that’s ready for it
Agentic AI evolves the AI experience from conversation to autonomous execution.
Red Hat® AI allows you to bring your own agents and deploy them with the governance and control enterprises demand.
233% ROI with Red Hat AI
A Forrester Consulting study, commissioned by Red Hat, found that a composite organization—based on current Red Hat AI customers—realized an ROI of 233% by deploying Red Hat AI.1
Why choose Red Hat AI?
Build on a trusted foundation that supports any model and any agent on any hardware accelerator—across the hybrid cloud. Red Hat AI gives organizations the freedom to deploy where their data, compliance, and cost requirements demand.
Inference
Manage model complexity with fast, efficient inference powered by vLLM and the control to run any model on any accelerator across the hybrid cloud.
Data
Customize domain-specific agentic AI use cases with models connected to your organization’s own private data.
Agents
Simplify and accelerate your journey to successful agentic AI adoption with governance and control.
Platform
Deploy resilient, trustworthy AI solutions on a foundation of open source transparency and hybrid cloud scalability.
What’s in Red Hat AI?
For the flexibility and consistency required to scale AI across the hybrid cloud, Red Hat AI includes a comprehensive product portfolio.
For building, developing, and deploying AI across the hybrid cloud
Red Hat AI Enterprise is a ready-to-use development environment with enterprise-grade capabilities. It unifies AI model and application lifecycles to increase efficiency, accelerate delivery, and mitigate risk.
For consistent, fast, and cost-effective inference at scale
Driven by open source technologies like vLLM and llm-d, Red Hat AI Inference offers the flexibility to scale across the hybrid cloud with the model and accelerator of your choice.
For training, tuning, deploying, and monitoring machine learning models
Built on the capabilities of Red Hat OpenShift®, Red Hat OpenShift AI is a platform for managing the lifecycle of predictive and generative AI (gen AI) models at scale across hybrid cloud environments.
For running and optimizing AI models in individual server environments
Red Hat Enterprise Linux® AI is a platform for running large language models (LLMs) in individual server environments.
Gaining a competitive advantage in the airline industry
With Red Hat AI, Turkish Airlines was able to put 60+ models into production across their business.
Hitachi operationalized AI across its entire business.
Denizbank sped up time to market from days to minutes.
JCCM improved the region's environmental impact assessment (EIA) processes using AI.
Red Hat AI Factory with NVIDIA
Red Hat AI Factory with NVIDIA combines the integrated AI platform capabilities of Red Hat AI Enterprise with NVIDIA’s accelerated computing, networking, and NVIDIA AI Enterprise software. This co-engineered solution lets teams customize, manage, and scale production models with enterprise-grade reliability and efficiency.
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More AI partners. More paths forward.
Experts and technologies are coming together so our customers can do more with AI. A variety of technology partners are working with Red Hat to certify their operability with our solutions.
AI customer stories from Red Hat Summit and AnsibleFest 2025
Turkish Airlines doubled the speed of deployment times with organization-wide data access.
JCCM improved the region's environmental impact assessment (EIA) processes using AI.
Denizbank sped up time to market from days to minutes.
Hitachi operationalized AI across its entire business with Red Hat AI.
Latest Red Hat AI news
Build on a reliable foundation
Enterprises around the world trust our broad portfolio of hybrid cloud infrastructure, application services, cloud-native application development, and automation solutions to deliver IT services on any infrastructure quickly and cost effectively.
Red Hat Enterprise Linux
Support application deployments—from on premise to the cloud to the edge—in a flexible operating environment.
Red Hat OpenShift
Quickly build and deploy applications at scale, while you modernize the ones you already have.
Red Hat Ansible
Automation Platform
Automation Platform
Create, manage, and dynamically scale automation across your entire enterprise.
Red Hat AI
Tune small models with enterprise-relevant data, and develop and deploy AI solutions across hybrid cloud environments.
Explore more AI resources
How to get started with AI at the enterprise
Get Red Hat Consulting for AI
Red Hat Consulting: AI Platform Foundation
Talk to a Red Hatter about Red Hat AI
1Forrester Consulting study, commissioned by Red Hat. “Forrester Total Economic Impact™ Of Red Hat AI."February 2026.
