Executive Summary


Enterprise AI agents face a core challenge: managing richly structured, multi-source knowledge that spans document types, organizational hierarchies, and access permissions—while supporting coherent reasoning over months-long engagements. Traditional Retrieval-Augmented Generation (RAG) systems flatten all knowledge into a...