Progress toward more efficient and precise manufacturing and diagnostic practices continues. Beckman Coulter and Cytiva experts discussed innovations improving monoclonal antibody production via new holder-less tangential flow filtration systems that enhance process reliability and reduce set-up complexity. Researchers devised a 30-minute, label-free sterility test for cell therapy contamination utilizing machine learning and UV absorbance spectroscopy, promising rapid noninvasive results integrated into manufacturing workflows. Also, improvements in multiparameter diabetes sensors and real-time vaccine evidence terminologies were reported, reflecting advancements in device integration and clinical research standardization.