Why Naive RAG Fails in Healthcare and What Matters in Clinical RAG

An in-depth guide on why naive Retrieval-Augmented Generation (RAG) fails in clinical healthcare systems, and the production-grade design patterns (parent-child chunking, cross-encoder reranking, and dynamic LLMOps observability) needed to fix them.

April 28, 2026 · 20 min · Devesh Nath Jha