Run Model-as-a-Service for multiple LLMs on OpenShift

· Red Hat · March 24, 2026, 9:09 a.m.
Summary
This blog post provides a comprehensive guide on implementing a Model-as-a-Service (MaaS) architecture for managing multiple large language models (LLMs) within an OpenShift environment. It outlines the benefits of a unified endpoint for AI inference, explains the routing mechanism for model requests, and offers step-by-step instructions on deploying the necessary infrastructure using various open-source tools. The guide emphasizes operational efficiency, reduced GPU wastage, and simplified application logic by centralizing model access through a single API endpoint.
AUTHOR
Sponsored
Zulip logo Zulip
Organized team chat for people who take work seriously. Topic-based threading keeps conversations focused.
Try Zulip
Become a sponsor →
BLOG POST FEATURED ON

Add this plugin to your blog