Determining optimal conditions for cell growth is laborious, requiring extensive research and optimization across many factors. The rapid development of continuous processes using perfusion cell growth technologies is time-consuming. Cell Insights by Umetrics^® Studio is a hybrid modeling approach for rapid clone selection in perfusion processes. Reduce development time using in silico modeling to determine optimal process characteristics and growth conditions.