Ambient artificial intelligence for clinical documentation: evidence, legislative framework and implementation in clinical practice.

Abstract

Administrative and documentation burden is an important factor affecting clinical efficiency, patient-clinician communication and professional well-being. Tools referred to as digital scribes or ambient clinical documentation use the recording or transcription of a clinical conversation to produce a draft structured medical record. This review summarizes current evidence, main benefits and risks, and proposes a practical framework for safe implementation in outpatient and hospital care in the Czech context. Available studies suggest potential reductions in documentation time, lower cognitive workload and improved clinician attention to patients. However, the effect varies by specialty, type of encounter and quality of workflow integration. Key risks include inaccuracies, omissions, excessive note length, medication-related errors and unclear accountability. Safe implementation requires qualified human review, legal and data governance, auditability, staff training and local pilot validation in the specific clinical workflow.