Abi Pinchbeck (Editor, BioInsights) speaks to Andrea Rayat (Associate Professor, Bioseparations and Downstream Processing, Department of Biochemical Engineering, UCL). They discuss the pressing innovation gaps in the viral vector processing field, in addition to how to solve them through scale-down modeling, unit operation engineering, partnerships and collaborations.