Legal compliance demands that sensitive data is masked, transformed, or removed before it can be exposed to logs, analytics, or third-party tools. Regulations like GDPR, HIPAA, and CCPA make it non-negotiable: names, emails, credit cards, health records, and other personal identifiers must be handled with precision. Masking sensitive data is