By incorporating patient photos for data de-duplication and patient authentication, even duplicates that were created from cases of alias can be identified and resolved. The RightPatient AI platform seamlessly integrates into any workflow to prevent errors by verifying patient identities, enrolling new patients, and checking for duplicates in real-time.