TLDR Tech / Data
The Identity Crisis: Why Entity Resolution Is the Missing Foundation of Every Data Product Stack
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.
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