Process development in biomanufacturing is costly and time consuming. Bioreactor scale-down models can enable process development to be conducted across multiple conditions at a practical and economical scale as small-scale vessels are amenable to automation and permit high-throughput experimentation. But they typically have alternative geometries to the large-scale vessels used for manufacture, resulting in different fluid behaviour, mixing and gas transfer – all critical to bioprocessing.