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This white paper, co-authored with Siemens Digital Industries Software, details how Procegence applied computational fluid dynamics (CFD) and parametric simulation to optimize a 20,000-liter GMP bioreactor for a leading pharmaceutical company. Facing the constraints of a brownfield project - with fixed equipment and no experimental DOE budget - the team used high-fidelity, multiphase simulation to map the operating parameter space and identify optimal conditions for mass transfer, shear, and impeller configuration. The result: a 12% improvement in product yield and an estimated $20 million in additional annual revenue.