An organization creates pools of proprietary functional knowledge by actively exploring its chosen arena in a process called scientific empiricism. Good strategy rests on a hard-won base of such knowledge, and any new strategy presents the opportunity to generate it. A new strategy is, in the language of science, a hypothesis, and its implementation is an experiment.