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  • Red Hat Services: AI Factory

Red Hat Services: AI Factory

August 3, 2026•
Resource type: Datasheet
Print to PDF

Introduction

Moving from experimentation to production AI comes with challenges like deployment complexity, scalability, and security vulnerabilities. Red Hat® AI Factory with NVIDIA provides a co-engineered, enterprise AI solution to help you build, deploy, and scale production AI with confidence. 

However, you do not have to tackle this alone. Red Hat Services provides an engagement to help you make the most of your investment, ensuring architectural alignment and operational integration. Red Hat experts can help you streamline your deployments so you can realize your return on investment (ROI) faster, increase operational efficiency, and mitigate risk. During this engagement, Red Hat Services helps you design and deploy your Red Hat AI Factory with NVIDIA architecture, providing you with a trusted AI platform, hands-on learning, and validated use cases. With customer engineering, consulting, and a network of specialized partners, Red Hat sets you up for success from the beginning.

What is Red Hat Services: AI Factory?

The Red Hat Services: AI Factory deployment bundle is built on Red Hat AI Enterprise and NVIDIA reference architectures and uses Red Hat AI products and technologies. This engagement helps you get on a path to production AI, consisting of hands-on AI expertise from Red Hat Consulting, immersive GenAIOps learning with Red Hat Training, and support from Red Hat Technical Account Management (TAM) as you scale.

Red Hat Services: AI Factory deployment bundle

Red Hat Services

Details and benefits

Red Hat Consulting

12 weeks to design and deploy the initial Red Hat AI Factory with NVIDIA architecture and focus on a specific use case(s), including onboarding to the pilot platform

  • Expert hands-on collaboration to design and deploy initial architecture
  • Joint delivery with Red Hat and NVIDIA expertise

Red Hat Training

Up to 10 seats in the GenAIOps Enablement with Red Hat AI Enterprise course

  • Build skills to operate and extend independently from the very beginning

Red Hat Technical Account Management 

An annual subscription for a Technical Account Manager

  • Day 2 advisory support and scaling
  • Ongoing guidance as you scale use cases and onboard new lines of business


Red Hat Services offers modular options of this bundle if needed:

  • Red Hat Consulting AI Assessment: In this engagement, Red Hat Consulting will work with your teams to create a shared understanding of your current and desired state. It will highlight technical, procedural, and organizational areas to streamline and translate business objectives into a scalable roadmap in a collaborative way.
  • Red Hat Consulting: AI Incubator: In this engagement, Red Hat Consulting will work with your teams to experiment and build a functional prototype based on your desired use case and business goals. They will educate your teams on best practices and skills while helping you release a solution into your environment.
  • Red Hat Technical Account Management: an annual subscription to an advisor to help provide you with enhanced security and efficient operations across diverse environments with Red Hat AI.
  • Red Hat Training: up to 10 seats in our GenAIOps Enablement with Red Hat AI Enterprise (AI501) course. 

Examples of the use cases that Red Hat Services can help your teams adopt include:

  • Model-as-a-Service: to achieve centralized model hosting via application programming interface (API) endpoints.
  • Enterprise retrieval-augmented generation (RAG): to ground AI in your proprietary data.
  • Enterprise research: to connect agents to enterprise data.
  • Video search and summarization: to search, summarize, and analyze video at scale.

Overview

The Red Hat Services: AI Factory engagement delivers an operational AI platform, a suite of preconfigured patterns, a series of collaborative workshops, and a security-focused, scalable, and consistent solution to accelerate your AI journey.

Engagement outcomes

  • A reliable AI platform tailored to you.
  • An empowered technical team that is fully trained and confident in managing your AI platform and aligned on GenAIOps culture, principles, and modern practices.
  • A functional use case successfully running on your AI platform.
  • A defined, repeatable strategic roadmap to move your AI projects from development to production, and a vision of where to go next.

Use case highlight

See how Telenor AI Factory addressed growing demands for AI at scale while adhering to data sovereignty and security standards.

Accelerate your AI journey with Red Hat Services

Maximize your AI investment with Red Hat Services and build and run AI models on an open, scalable AI platform designed with a focus on security, compliance, and hybrid cloud development. With proven frameworks and reusable patterns, Red Hat Services will help you deliver AI results efficiently and at scale.

  • Red Hat Consulting: With hands-on mentoring, Red Hat consultants build IT skills and help foster operational independence, while simplifying tedious processes, aligning disparate IT teams, and accelerating innovation.
  • Red Hat Training and Certification: Close skills gaps and hone your team’s Red Hat AI product expertise by developing role-based, hands-on knowledge in emerging and foundational open source technologies. Strengthen your knowledge and develop skills to boost productivity and advance your career.
  • Red Hat Technical Account Management: Technical Account Managers collaborate with organizations to resolve potential problems before they occur, minimizing disruption and allowing teams time to focus on key business challenges.

Ready to begin? Contact the Red Hat account team for your organization.

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Tags:AI inference, Artificial intelligence, Data science

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