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All aspects of the drug development process, (pre-) clinical and manufacturing, are in need of reliable assays to demonstrate safety, efficacy and robust production. Bioassays are often demanding assays and tools to facilitate their development are needed. Design of Experiment and Quality by Design are two tools that can support the bioassay life cycle.