The Answer Is an Edge, Not a Sentence — Building a Topology-Native GraphRAG Intelligence Platform with TigerGraph

This content introduces "Shadow Network Intelligence," a GraphRAG-powered platform designed for financial crime investigations. It argues that topology-aware retrieval, which focuses on reconstructing relationships, is superior to traditional document-centric RAG for detecting fraud networks.