Real-time PII masking is no longer optional. Sensitive data—names, credit cards, addresses, emails—must never be exposed to logs, dashboards, or teammates who don’t need to see it. Yet, in fast-moving systems, that’s exactly what happens. Your SRE team moves fast, scales services, and chases uptime. Meanwhile,