Stefan Berndorfer

Mindbreeze Professional Services

Blogs by Stefan Berndorfer

Evaluating Retrieval Augmented Generation

Stefan Berndorfer

Why evaluation metrics matterDeploying generative AI in enterprise workflows is about understanding how those answers are generated and how well the system performs.

The Role of Model Context Protocol in Enterprise AI

Stefan Berndorfer

The Challenge: Enterprise AI Without ContextLarge Language Models (LLMs) have proven their ability to generate language, reason through problems, and assist knowledge work at scale. Yet their most significant limitation in enterprise environments is not intelligence, it is context.