Traditionally, a bioprocess is characterized using a two-step approach involving factor screening designs followed by response surface designs. This approach is very costly and time consuming since it requires a significant number of runs. Recently, Jones and Nachtscheim (2011) described a more efficient design that allows for factor screening, resolution of two-way interactions as well as estimation of quadratic effects in a single-step. The design, termed Definitive Screening has not yet been validated on a bioprocess. Here, traditional and Definitive…