Human-in-the-Loop Governance

Chorus is designed with clinician oversight at the center of all automated processes.

Key safeguards include:

• AI findings are advisory, not autonomous
• Clinician validation is required before action
• Escalation pathways exist for high-risk findings
• All actions are logged for audit traceability

Human-in-the-loop governance ensures that automation enhances clinical decision-making while maintaining patient safety and regulatory defensibility.