In any of those scenarios, companies must rely on opinion, intuition, and guesswork, and as a consequence they often make three common missteps: making unnecessary improvements by targeting outcomes that are already well satisfied, making improvements that satisfy unimportant outcomes, and making improvements that, while satisfying certain outcomes, inadvertently have a negative effect on other, more important outcomes.

