1. A method implemented by an information handling system comprising: retrieving first customer configuration data, corresponding to a first customer, that identifies one or more first customer enabled features of a software product installed on the information handling system; receiving second customer configuration data, corresponding to one or more second customers, that identifies one or more second customer enabled features of an upgraded software product, wherein the second customer configuration data corresponds to one or more installations of the upgraded software product comprising the installed software product after application of a software change package; generating an affinity score based upon comparing the first customer enabled features to the second customer enabled features; and generating an upgrade risk map based on the affinity score.