From "Who Is This User?" to "What Does This Purchase Mean?": A Deployed Pipeline for Semantic User Profiling at Bank Scale

A deployed bank-scale pipeline for semantic user profiling raises privacy and surveillance concerns by enabling detailed inference of individuals’ behavior and intent from transaction data.

Auto-scored: Deployed semantic profiling at bank scale represents a real but incremental privacy and surveillance escalation, not a discrete breach or weaponization event.