This aim of this idea is to propose a proactive, dual-layered security framework for O11 & ODC to ensure PII (Personally Identifiable Information) requirements on data model.

• The Manual "Is Sensitive" Flag Introduce a high-visibility Data Governance section in the Attribute Properties pane. Developers can manually toggle an "Is Sensitive" flag for attributes.

  • Result: Data is automatically encrypted at rest using AES-256 and masked in all ODC Portal logs.

• The AI-Powered "PII Sentry" An integrated AI agent monitors the data model in real-time to catch human error.

  • Pattern Recognition: When an entity is created or data is imported via Excel/CSV, the AI scans for sensitive patterns (National IDs, Credit Cards, etc.).

  • Automated Action: The AI interrupts the workflow to suggest: "This field appears to contain PII. Should I enable the 'Is Sensitive' flag for you?"