The growing burden of patient documentation is significantly impacting physician workflow and patient care . Fortunately Machine learning medical scribes are appearing as a effective answer to this issue. These platforms leverage advanced NLP to accurately create detailed patient notes as they happen, minimizing the effort physicians spend on admin