Unlock real AI value with Red Hat Services
Adopting AI is about more than just acquiring the best technology—it’s about operationalizing it to deliver real business value. Moving from experimentation to enterprise-scale production requires expert guidance to seamlessly align your people, processes, and platforms.
Red Hat® Services offers customers a suite of service offerings to help them overcome the challenges of AI—no matter where they are in their AI journey—to launch their AI projects in less time, build optimized MLOps environments, learn best practices, and ultimately, achieve their business and IT objectives with AI.
Where are you in your journey?
Discover
Plan your roadmap
Prototype
Build your foundation
Deploy
Expand your capabilities
Scale
Evolve your organization
Discover: Plan your roadmap
Collaborate with Red Hat AI experts to plan and identify key business objectives and create a strategic roadmap to reach your AI goals, including steps to lower operational costs, optimize resource utilization, enhance scalability, and accelerate AI innovation.
Prototype: Build your foundation
Establish the foundational components—including an AI platform and AI skills—you need to start your AI journey and begin demonstrating value. Red Hat implementation experts design, install, configure, and integrate the architecture you need for an optimized AI platform, while Red Hat Training and Certification help your teams build and validate the AI skills needed to create and deploy ML models, automate data pipelines, and more.
Deploy: Expand your capabilities
Work with Red Hat AI experts on your key pilot use cases. Learn how to increase organizational efficiency with automation of AI model lifecycles and the capabilities to deploy, train, and tune multiple models in a repeatable manner.
Scale: Evolve your organization
Learn how to modernize your AI operations with multimodal deployment and multimodal frameworks to accelerate your AI innovation, prepare for future business needs, and much more.
Equip your team for success
Train with the pioneers of open-source technology. Start by discovering your team’s exact technical baseline using our Skills assessment & team development roadmap which evaluates technical capabilities to align team readiness with AI project requirements.
This two-part process uses:
1. an automated skills assessment tool to establish a skills baseline.
Learn more
Through a series of questions, our skills assessment tool will provide an automated assessment of expertise, identify skills gaps, and provide online recommendations for where to start with Red Hat Training.
2. followed by a 30-minute review session with a regional Red Hat Training Specialist to design a role-specific or project-based learning plan.
Learn more
During this session, the Training Specialist analyses the assessment scores across specific roles (such as SysAdmins versus Developers) to highlight critical technical gaps. These skill shortfalls are then mapped against your upcoming Red Hat deployments. Finally, the session provides a customised learning path and delivers a one-page summary.
Deep-dive & enterprise team training
When you are ready to scale production capabilities, choose from our specialized individual and team-focused courses:
Key self paced course:
Developing and Deploying AI/ML Applications on Red Hat Openshift AI (AI267)
Developing and Deploying AI/ML Applications on Red Hat Openshift AI (AI267)
A comprehensive guide to operationalizing the MLOps lifecycle by training, deploying, and monitoring models at scale.
- Limited time special offer:
And up until 31st December 2026 get 50% off the Red Hat OpenShift AI course - AI267 ( includes an exam attempt).
T&Cs are available here.
Immersive team training tracks:
MLOps Enablement with Red Hat AI Enterprise (AI500)
This 5-day immersive course brings together cross-functional teams—including data scientists, ML engineers, and platform leads—to build and automate full predictive machine learning workflows. Simulating a real-world delivery environment, participants learn to master continuous training, deployment, and operational collaboration using Red Hat OpenShift AI and OpenShift GitOps.
GenAIOps Enablement with Red Hat AI Enterprise (AI501)
This 5 day immersive GenAIOps Enablement with Red Hat AI Enterprise | AI501 class with hands-on labs teaches cross-functional teams—including AI engineers, developers, and IT managers—how to build, deploy, and manage complete GenAI applications in production. Using Red Hat OpenShift AI, GitOps, and Pipelines, your team will simulate a real-world project environment to break down silos and master the end-to-end GenAIOps workflow.
Enterprise AI Infrastructure WorkShop (NEW!)
The Enterprise AI Infrastructure Workshop is a 24-hour, practical session designed to help organizations maximize the value of their Red Hat OpenShift AI (RHOAI) investment.
It is a flexible, 5-module workshop where you can tailor the learning path to your organization’s specific infrastructure maturity, goals, and technical needs.
To find out more, please arrange to speak to a Red Hat Training Specialist.
Taste of training
If however, you would like your team to try some entry level trainings first at no cost, there are the following online, self paced options to them get started:
Free Technical Overviews
A foundational look at the requirements for serving and managing models with Red Hat’s inference technology.
An introductory overview of the OpenShift AI platform architecture and its core data science workflows.
Red Hat Learning Subscription free trial
Alternatively you can try a Red Hat Learning Subscription free trial which provides your team members with 90-day self-supported access to select foundational Red Hat courses and custom skills paths.
Enterprise procurement & funding options
Purchasing individual courses or team seats à la carte quickly eats into your budget. Your local Red Hat Training Specialist can help you structure your funding to secure maximum ROI:
Red Hat Learning Subscription (RHLS) Enterprise Tier:
Give your team unlimited, 24/7 access to the entire Red Hat AI catalog, hands-on lab environments, and certification exams for a flat per-user rate—costing far less than purchasing individual courses like AI267 separately.
Red Hat Training Units:
Training units from Red Hat allow IT departments to invest in skills enablement up front, giving you the flexibility to spend credits over 12 months as team needs evolve.
Ready to get started?
Whether you are exploring entry-level trials or preparing for enterprise MLOps deployment, take the guesswork out of your training strategy. Book a Skills assessment & team development review with a Red Hat Training Specialist today to map your team's current capabilities directly to your upcoming project goals.
Book Skills assessment & team roadmap
Moving from experimentation to production
Work side-by-side with Red Hat experts to build your roadmap to artificial intelligence (AI) success—no matter where you are in your AI journey. Plan attainable objectives, establish an AI platform, build AI skills, fine-tune pilot use cases, and more with Red Hat’s AI experts.
Prototype
AI Incubator
Deploy
AI PlatformFoundation
Scale
Operationalize AI
After eight weeks, we have adopted new used centric ways of working, learned new practices that help solve complex problems whilst delivering real innovation with a cloud native platform blueprint.
Rasmus Lundgaard Pedersen
CIO - Danske Commodities
AI Incubator
We offer a detailed design for your pilot, recommend technology, prioritize uses, and help to build a functional prototype based on different use cases (ex: LLM Optimization, Model as a service (MaaS), Assistants and Agents).
Our vision for this AI Incubator is to address security and digital sovereignty requirements while scaling up reuse to fundamentally change how we work together in Government.
Partnering with Red Hat for this AI Incubator has allowed us to work in a transparent, open-source approach, creating something like blueprint for innovation.
Nicola Goger
Head of Design - Ministry of Justice
AI Platform Foundation
Move from pilot to production smoothly, securely, and at scale. Learn how to check compliance and prepare to scale.
Red Hat Consulting helped the team design and architect the OpenShift AI solution at DenizBank, which consists of a total of 15 clusters deployed on bare metal, on premise. “Red Hat Consulting listened to our vision for our microservices transformation and helped us adapt their technical solution to existing DevOps and GitOps best practices to suit our needs. This is one value advantage we admired in our partnership with them: discussing and adapting everything together was the best way to learn the best practices.”
Salih Eliguzel, Head of DevSecOps, Intertech (DenizBank)
DenizBank transforms AI operations and empowers innovation
Operationalize AI
Establish a central team to scale AI across your hybrid cloud. We help you monitor and optimize models for performance and cost while adapting your strategy.
Build Your AI Roadmap Alongside Our Experts
Navigating the complexities of AI requires a trusted strategic partner. Join our specialists for a joint AI Assessment. Together, we will dive deep into your business goals, evaluate your technical readiness, and run collaborative workshops to craft a scalable, highly practical plan tailored to your organization.
Provide your details below to schedule an assessment session with our AI specialists.
Here are 4 key reasons to partner with a TAM:
Accelerate your AI adoption
Your TAM will ensure your organisation is equipped to successfully integrate AI into your strategic vision by helping you:
- Develop a plan to meet your technical requirements and business goals by fully leveraging the features of Red Hat AI products.
- Put reliable, scalable AI infrastructure in place and implement an end-to-end platform for AI development.
- Prepare to deploy AI models on-premise, in the cloud, or at the network edge.
Get expert insights and actionable advice
Drawing upon their broad and deep knowledge of Red Hat’s AI products, your TAM will provide:
- Guidance on optimising the performance and resilience of your environment to realise the full potential of Red Hat AI.
- AI security best practices and direction on how to continuously evolve them over time.
- Technology reviews and recommendations to support Red Hat AI product lifecycle and roadmap alignment.
Optimise your workflow and operations
Your TAM will help you speed up time to value for your AI initiatives through:
- Mentorship as you optimise your software development lifecycle (SDLC) for AI workloads.
- Assistance avoiding roadblocks and resolving issues as you begin developing, training, and deploying AI models.
- Help modernising operations across your environment to improve efficiency using AI, including in on-premise, private, and public clouds.
Gain a dedicated technical partner
As your single point of contact for technical guidance and support, your TAM will:
- Facilitate regular meetings to discuss ongoing concerns like patch requests and security risks that may affect your environment.
- Intervene proactively to resolve or find workarounds for potential AI infrastructure issues, reducing or eliminating downtime.
- Serve as a bridge to Red Hat internal teams during high-severity incidents to ensure rapid mitigation and keep your mission-critical AI workloads running smoothly.
Hear firsthand from our TAMs how they can accelerate your Red Hat AI adoption:
TAM Your Tech
If you would like to find out more how a TAM can help you achieve your business goals and get the most out of the Red Hat Technology, please, book a personalised and free session with a TAM at your convenience
