In healthcare, an audit trail is a chronological record of all system activities, including data access, modifications, and other events. It’s crucial for maintaining data integrity, ensuring compliance with regulations like HIPAA, and providing transparency in medical coding processes. For Nym, an audit trail offers a verifiable history of how Nym’s autonomous medical coding engine accurately translates clinical documentation into billable codes, enhancing accuracy and accountability for healthcare providers.