Once we have the infrastructure to support A/B feature release and testing, we must ensure that product owners think about each feature as a hypothesis and use our production releases as experiments with real users to prove or disprove that hypothesis. Constructing experiments should be designed in the context of the overall customer acquisition funnel.

