EMI had a huge amount of data, and little idea of how to use it. Rather than mining existing data sets, the company conducted surveys, building a simpler, more specific set of information that executives could get comfortable with. Once the value of this smaller interview data was proven, it was easier to sell the value of a broader data-driven culture.
