The Identity Crisis: Why Entity Resolution Is the Missing Foundation of Every Data Product Stack (10 minute read) (opens in new tab)

Identity resolution and warehouse-native MDM are core infrastructure for trusted data products, AI, and compliance. At enterprise scale, local checks fall short, creating duplicate customers, phantom entities, and model-poisoning risk. The pattern combines blocking, rule-based and ML matching, graph clustering, and human review inside the warehouse.