Cell therapy and analytical development workflows involve complex data that must be processed and visualized to provide meaningful insights. Our team at Takeda Pharmaceuticals U.S. Inc. aims to develop a streamlined, automated solution that enables lab users to visualize and analyze cell therapy data effectively. By automating the generation of processed data tables and dynamic dashboards, our system presents key metrics (such as recovery, fold of expansion, and cell culture parameters) in an intuitive format. This solution allows researchers in Cell Therapy and Analytical Development to quickly assess experimental progress and make data-driven decisions, thereby accelerating both research and product development in the field.