Securing AI in Kubernetes: A Guide to Getting Started with LLMs and RAGs
Veeam, Monday, November 10th, 2025
Like many emerging technologies, the marketing narrative and hype for AI technology deployment on Kubernetes is ahead of reality.
Survey data from industry reports show that 90 percent of enterprises expect their AI workloads on Kubernetes to grow over the next 12 months, and 54% of enterprises say they already run some AI ML workloads on Kubernetes clusters. However, a very low percentage of companies have currently deployed AI-powered systems like knowledge platforms by using Large Language Models (LLMs) and Retrieval-Augmented Generation Systems (RAGs) in their production environments.