Building and scaling Production AI with Red Hat AI Factory and NVIDIA

OVERVIEW

HANDS-ON VIRTUAL WORKSHOP

Enterprise AgentOps with Red Hat AI Enterprise and NVIDIA

Join this hands-on technical workshop to experience the Red Hat AI Factory with NVIDIA - a validated blueprint for moving AI initiatives from experimentation to secure, scalable production. You'll gain practical experience building and operating enterprise-grade AI solutions on the unified foundation of Red Hat AI Enterprise with NVIDIA.

In this workshop, you will:

• Deploy enterprise LLMs – Experience installing and configuring the NVIDIA Nemotron LLM in the integrated Red Hat and NVIDIA AI environment
• Monitor AI workloads in production – Use Red Hat AI's integrated observability stack to track key metrics and logs across your AI applications
• Trace multi-agent executions – Follow requests through multi-agent frameworks and Model Context Protocol (MCP) tools to understand complete decision-making paths
• Evaluate LLM quality at scale – Combine distributed tracing with LLM evaluations in MLflow to ensure agents maintain high-quality outputs
• Automate AI deployment pipelines – Move from manual notebook evaluations to continuous, automated AI pipelines running on the platform

Recommended Prework:

To get the most out of this session, we recommend reviewing: ​

• Red Hat AI Foundations Technologist Course: Explore Learning Path
• Introduction to Machine Learning with Jupyter Notebooks: Read Article

Workshop details

Any questions? Please contact Red Hat AI Team