Most systems store and process personal data in raw form — names, emails, phone numbers, addresses, IDs. Every exposed byte is a risk window. Real-time masking intercepts this stream before it hits logs, analytics, backups, or test environments. Sensitive values are replaced instantly with safe placeholders while preserving format, length, and