In an increasingly complicated healthcare environment, ensuring the integrity of healthcare providers is paramount. Background checks, particularly those that rely on public records regarding medical licensing sanctions and potential fraudulent activities, are critical in making informed decisions about hiring and maintaining healthcare professionals. However, significant limitations exist within these public records, particularly concerning the identification of healthcare providers based solely on their names.