We often use experiments to ensure that we achieve the effect, change of behavior or incentive structure we want to create. By setting up a limited, controlled experiment, we can clear up assumptions and pave the way for handy knowledge and useful solutions. Experimenting is basically about trying out a hypothesis and testing if reality reacts as you expect it to. It is a way of acting out a solution, instead of thinking to it.