Repligen announced a strategic partnership with Novasign to integrate advanced machine learning and modeling workflows into its filtration systems, enhancing digitalization and process analytical technologies. The collaboration aims to deploy digital twins enabling real-time predictive control, accelerating process development and reducing costs. This move aligns with Repligen’s goal to optimize manufacturing scale-up and strengthen its position in bioprocess innovation.