Security & Privacy

Enterprise-grade security controls designed for regulated industries and sensitive workforce data.

Authentication & Role-Based Access

Role-based access control with admin, facilitator, and participant roles. Secure session management with encrypted tokens.

Complete Audit Trails

Every critical action is logged with timestamp, user, and context. Full audit trail for compliance and governance.

AI Output Logging & Governance

All AI inputs and outputs are logged. Bounded prompt templates prevent drift. No silent state mutation.

Safe Text Handling & Input Sanitization

Input sanitization on all user-submitted text. XSS prevention and safe rendering of dynamic content.

Rate Limiting & Abuse Prevention

Rate limiting on public forms, AI assistant queries, and API endpoints. Protection against abuse and resource exhaustion.

Replay Integrity & Data Protection

Immutable event ordering ensures replay accuracy. Data protection controls for sensitive workforce information.