Based on the implementation of a RAG-based LLM application, this session shows how to effectively evaluate LLM applications. From developing human-in-the-loop evaluation frameworks to productive deployment, you will learn about concrete challenges and solutions. The focus is on practical implementation, human-AI collaboration, and transferable best practices. Drawing from real project experience, you will discover proven evaluation metrics and strategies for ensuring both technical quality and business value.