A culture that prizes discovery over verification has led to a crisis in the quality of academic research. If businesses aren’t careful, the same problem will make their expensive data science solutions equally suspect.
A disconnect often exists between the teams that package data and the clients that use it. Odd as it may sound, a role-playing exercise can bridge that gap.