Why Your RAG Chatbot Fails in Production After a Perfect Demo

RAG systems often plateau at 70-80% accuracy because naive implementations cannot handle the messiness of real-world data and unpredictable user queries. To bridge the gap between a demo and a reliable production tool, developers must prioritize systematic evaluation over prompt engineering.