Webinar

From Prompt to Production: Building Enterprise GenAI Applications with Red Hat AI

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OVERVIEW

Generative AI is moving beyond experimentation into real business applications. This session focuses on how to design, build, and deploy a production-ready GenAI application using Red Hat AI Enterprise.

We will walk through a practical journey that starts with prompt engineering and evolves into a fully functional AI assistant application. The session addresses key enterprise challenges such as consistency, governance, and operational complexity by introducing a structured GenAIOps approach.

Through a live demo, we will build a sample application using Retrieval Augmented Generation and agent-based capabilities. You will see how teams can standardize development, integrate enterprise data, and deploy securely across environments.

This demo-led webinar will offer a high-level preview of the overall solution using Red Hat AI Enterprise

Key Takeaways with Live Demo

  • Build your first GenAI application
    Create a working AI assistant using prompts, APIs, and enterprise data, showing how AI applications are developed as complete products.
  • Improve accuracy with Retrieval Augmented Generation
    Connect the application to enterprise knowledge sources to provide grounded and reliable responses.
  • Adopt GenAIOps practices for consistency
    Use pipelines and structured workflows to manage development, deployment, and updates efficiently.
  • Enhance applications with agents and guardrails
    Introduce tool usage, safety controls, and monitoring to make applications production ready.
  • Accelerate adoption with Red Hat AI
    Understand how a unified platform helps scale AI initiatives securely across hybrid and multi cloud environments.

Questions? Please reach out to Sylvia A.


Sreejith Anujan

Senior Learning Solution Architect, Red Hat

Sreejith is a cloud technology professional with more than 19 years of experience in on-premise and public cloud providers. He enjoys working with customers on their enablement plans to upskill the technical team on container and automation tooling. In his current role as a Lead Technical Instructor within Red Hat, Sreejith is responsible for designing and delivering custom & tailored technology training and workshops to strategic customers across APAC, ANZ, and AP.

Julio-Jansson

Julio Jansson

Director, Training & Certification – APAC, Red Hat

Julio Jansson is the Director for Training and Certification across the APAC region at Red Hat. Since moving into this regional leadership role in June 2025, he has been responsible for scaling the business and empowering sub-regional teams to drive growth for the Red Hat services business unit.
With over 25 years of experience in business development and management , Julio’s background includes leading complex programs across cloud, automation, and IT transformation. Prior to his current role, he served as the ANZ Director for Enterprise, Commercial, and Learning Services , where he managed teams of consultants and architects while driving business process improvements.