In the world of consumer apps, testing is not an event. It is the operating model. When I co-founded Your.MD - a digital health platform that eventually reached 30 million users and achieved Class IIa medical device certification - we ran continuous experiments as a matter of course. Different versions of the product deployed simultaneously to different user groups. Real-time analytics showing exactly where users engaged, where they dropped off, and what drove them to return.