Accelerating toward agentic workflows unlocks unprecedented enterprise speed—but demands a flawless foundation of identity correctness. To engineer an architecture where automation acts with absolute confidence, technical leaders must master the precise distinctions between Entity Resolution, Identity Resolution, and Identity Management. Discover the definitive taxonomic framework to transform ambiguous data into proactive, self-sustaining identity intelligence for your compo

Your data thinks Coca-Cola Zero Sugar 12oz and Coke Zero 12 Pack are different products. Healthcare systems can't tell if two patient records refer to the same person. Banks miss money laundering patterns hidden in ownership networks. The algorithms exist—BM25, HNSW, SPLADE, Graph Transformers—but knowing when to use them is the hard part. This framework shows you how to sequence matching algorithms into production entity resolution systems tailored to your domain's risk prof