Human resources has been using analytics for years. However, the collection, processing and analysis of data has been largely manual, and given the nature of human resources dynamics and HR KPIs, the approach has been constraining HR. The goal is to try to use predictive and descriptive analytics in identifying the employees most likely to get promoted.