“In the practice of medicine, the first duty is to the patient, not to the purse.” — Sir William Osler In the evolving landscape of healthcare, the integration of bioethical algorithmic billing systems is emerging as a transformative approach to ensure equitable and efficient care delivery. These systems aim to adjust billing practices based on Read.