Operational Safeguards

• Input filtering and redaction
• Prompt-injection and malicious content handling
• Role-based access controls
• Action gating and approval requirements for irreversible actions

Monitoring & Metrics

• Website traffic events (first-party beacon)
• Error and exception rates
• Automation success/failure outcomes
• Policy compliance indicators

Auditability

AI-assisted actions are traceable to source events. Logs are maintained outside the AI system. Sensitive data remains in protected systems of record.