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  1. Home
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  3. Red Hat Services: AI Factory

Red Hat Services: AI Factory

September 18, 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 organizations build, deploy, and scale production AI with confidence. 

However, organizations do not have to tackle this alone. Red Hat Services provides an engagement to help ensure architectural alignment and operational integration during this transition. Red Hat experts can help streamline this deployment so IT leaders can realize a return on investment (ROI) faster, increase operational efficiency, and mitigate risk. During this engagement, Red Hat Services helps design and deploy the Red Hat AI Factory with NVIDIA architecture, providing a trusted AI platform, hands-on learning, and validated use cases. With customer engineering, consulting, and a network of specialized partners, Red Hat sets organizations 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 Factory with NVIDIA, a jointly developed solution that includes NVIDIA AI software and Red Hat AI products and software. This engagement helps organizations 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) for scaling.

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 any organization’s AI journey.

Engagement outcomes

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

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 for scaling use cases and onboarding new lines of business


Red Hat Services offers modular options of this bundle, tailored for Red Hat AI Factory with NVIDIA, if needed:

  • Red Hat Consulting AI Assessment: In this engagement, Red Hat Consulting will work with IT teams to create a shared understanding of the current and desired state. Red Hat experts will highlight technical, procedural, and organizational areas to streamline and translate business objectives into a scalable roadmap for the joint solution in a collaborative way.
  • Red Hat Consulting: AI Incubator: In this engagement, Red Hat Consulting will work with IT teams to experiment and build a functional prototype based on the desired use case and business goals, using existing NVIDIA blueprints and Red Hat quickstarts where required. Red Hat experts will educate teams on best practices and skills while helping to build a solution into the organization’s environment.
  • Red Hat Technical Account Management: An annual subscription to an advisor to help provide enhanced security and efficient operations across diverse environments with Red Hat AI.
  • Red Hat Training: Up to 10 seats in the GenAIOps Enablement with Red Hat AI Enterprise (AI501) course. 

Examples of the use cases that Red Hat Services can help organizations 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 an organization’s proprietary data.
  • Enterprise research to connect agents to enterprise data.
  • Video search and summarization to search, summarize, and analyze video at scale.

Accelerate AI initiatives with Red Hat Services

Maximize your organization’s 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 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 Red Hat AI product expertise by developing role-based, hands-on knowledge in emerging and foundational open source technologies. Strengthen technical knowledge while developing skills to boost productivity and achieve career advancement.
  • 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:Application development and delivery, Artificial intelligence

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