In today's world of intense financial competition, chemical processes must be optimized quickly if they are to become successful. These successful processes must continue to be operated optimally if they are to retain their competitive edge. In this article, we discuss statistically-based optimization strategies that can be used to achieve these two goals of achieving and maintaining optimized processes.