Unique Device Identification (UDI) is a key global harmonization process for more reliable data that aids overall medical device traceability throughout the device supply chain. Health Authorities are rolling out medical device UDI requirements, such as GUDID by US FDA, EUDAMED by European Union under new MDR/IVDR, NMPA UDI by China, and many more. As per the new UDI requirements, managing these autonomous systems with unique data sources (Unstructured data and unauthorized sources) from international markets has become challenging for all medical device manufacturers.