AI Factory Software Infrastructure

Build, run, and scale AI across your hybrid cloud.

Overview

Delivering AI Workloads at Scale

Combining the AI platform capabilities of Red Hat AI Enterprise with NVIDIA AI Enterprise software, Red Hat AI Factory with NVIDIA simplifies the development and deployment of AI workloads on NVIDIA accelerated computing infrastructure. This platform transforms the ad hoc creation, customization, and deployment of AI models into a repeatable, scalable, and safeguarded process.

Red Hat AI Factory With NVIDIA Accelerates the Path to Scalable Production AI

A new co-engineered offering combines Red Hat AI Enterprise and NVIDIA accelerated computing software to provide a unified foundation for building, deploying, and scaling AI-enabled applications.

Red Hat Expands Collaboration With NVIDIA to Pair Enterprise Open Source With Rack-Scale AI for Faster, Production-Ready Innovation

Red Hat is announcing their intention to deliver day-zero support for the NVIDIA Rubin platform across the Red Hat AI portfolio.

Features

Unified AI Platform for Agentic and Physical AI

Data Foundation for AI

Streamline data preprocessing, model training, and fine-tuning while generating high-quality synthetic data to accelerate development. Maintain trusted pipelines with end-to-end data lineage and governance across hybrid environments.

Intelligent Agents at Enterprise Scale

Develop agentic AI applications using modern open frameworks, deploy with enterprise-grade observability and trust, and securely connect agents to enterprise systems and tools with controlled access and policy enforcement.

AI Inference at Enterprise Scale

Deploy and operate AI workloads on scalable infrastructure built for production performance, operational resilience, and hybrid cloud flexibility across on-premises and cloud environments.

Benefits

Unlock Enterprise AI at Scale

Accelerate Time to Value

Move from prototype to production faster with streamlined workflows for model customization, agentic AI development, and secure data integration.

Increase Operational Efficiency

Optimize infrastructure utilization and reduce inference costs with advanced model optimization, distributed serving, and unified platform operations.

Deliver AI With Enterprise Reliability

Deploy and operate AI workloads with built-in security, compliance, and operational stability across hybrid cloud environments.

Deploy With Hybrid Cloud Flexibility

Deploy and scale AI consistently across on-premises and public cloud environments, while maintaining full architectural control.

How to Get Started

Develop and Deploy With Red Hat AI Factory With NVIDIA

Red Hat AI Factory with NVIDIA is available through distributors, value-added resellers, and OEMs.  Contact Red Hat sales for more information.

Resources

Explore the Latest on AI Factories

FAQs

Red Hat revolutionized enterprise computing with industrial-strength open source software. NVIDIA's architectural breakthroughs have made AI an imperative, proving that the computing stack will define the industry’s future. Together, Red Hat and NVIDIA create a comprehensive foundation for the full AI lifecycle across the enterprise.

This commercial offering means that enterprise customers have an accelerated, simplified, and repeatable path to scalable AI innovation. The solution offers customers the enterprise-grade capabilities that Red Hat is known for, with the leading performance of NVIDIA. Customers can focus on operational readiness, integration, and AI scalability across their data center and hybrid cloud environments with a comprehensive AI stack they control.

The co-engineering and deep integration between Red Hat and NVIDIA products accelerate AI innovation and enhance data center infrastructure. This collaboration advances open standards and interoperability to accelerate AI adoption. Through joint efforts—such as integrating NVIDIA Dynamo's NIXL with Red Hat AI to enable leading-edge disaggregated large language model (LLM) serving and distributed inference—customers can achieve unparalleled performance and scalability for even the largest LLMs. Customers can also leverage NVIDIA® BlueField® to provide a secure, accelerated foundation for Red Hat AI, featuring enhanced cloud networking, advanced cluster management, and real-time threat detection.

Next Steps

Ready to Get Started?

Red Hat AI Factory with NVIDIA is available through distributors, value-added resellers, and OEMs.

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