Can machine learning bail enterprises out of their data management woes? Technology vendors are scrambling to create an abstraction layer that can clean up data and make it easier to prep for analytics. The problem is humans haven't been the best stewards of organized data. As a result, machine learning is the next magic bullet for data management issues dating back decades.