The traditional process of medical record-keeping is undergoing a dramatic transformation thanks to breakthroughs in machine learning. Automated systems are now capable of accurately transcribing patient encounters in real-time, alleviating the burden on physicians and improving workflow performance. This technology not only provides valuable time