Conduct pilot programs to evaluate demand initiatives before investing more significant time, money and opportunity costs. A pilot allows an organization to prove or disprove a hypothesis, or understand what needs to be changed before a full-scale implementation. An effective pilot can identify gaps in process or technology, and whether the team has the right skills to achieve solid execution.