The database held thousands of names, numbers, and secrets—every field a liability. One breach, one leak, and trust is gone. This is the core PII anonymization pain point: protecting sensitive data without destroying its utility.
Personal Identifiable Information is everywhere—user profiles, payment records, onboarding forms. Engineers need to