What Enterprise RAG Is Ready For Today and What Production Deployment Actually Requires
This article details the current state and future requirements for enterprise Retrieval-Augmented Generation (RAG) systems. It outlines a fully operational RAG system capable of local deployment with features like role-based access control, citation-backed answers, and robust evaluation metrics. The author also discusses the necessary steps for transitioning this system to a production environment, emphasizing the need for identity-based role derivation and enhanced retrieval methods beyond simple lexical search. AI
IMPACT Provides a practical guide for deploying enterprise RAG systems, focusing on security and operational readiness.
