PII masking in real time means intercepting sensitive data—names, emails, phone numbers, credit cards—before it lands in logs, databases, or analytics systems. Automated workflows do this without slowing the application, without manual review, and without human error.
The foundation is pattern detection. Advanced regex engines, NLP-based recognizers, and