In biomanufacturing processes, mixing is ubiquitous.
Examples include buffer and media preparation, stirred tank bioreactor/fermentor operation, virus inactivation, DNA digestion, final formulation and beyond.
Mixing trials are sometimes necessary to assess if a technical solution is adapted for a given process step or to optimize process parameters.
However, trials may not be feasible due to various reasons...