Even failures to explain puzzling data are essential to the scientific process, with the challenges that data pose encouraging creative individuals to develop new ways of thinking about physical reality. Over extended periods of time – decades or longer – a data-driven culture without programmatic reins offers such extensive benefits that profit-oriented businesses often choose to support it.