[abxyz]

A/B testing is also high risk: a good test produces valuable data, a bad test produces harmful data. A company that does no testing is better off than a company that does bad testing. Many people treat product decisions made based on test results as unimpeachable, whereas they treat product decisions made on a hunch with a healthy skepticism that leads to better outcomes.