Securing AI Retrieval Pipelines and Adding Identity-Aware Access Controls to RAG Systems

Most RAG tutorials focus on relevance — chunking strategies, embedding models, and hybrid search fusion. What they rarely address is security. In production, retrieval pipelines pull data from sources with different access levels, sensitivity classifications, and regulatory requirements.