In a computing environment, a system comprising, an analyzer that processes information corresponding to software instrumentation data recorded from user software program usage sessions to produce an output, the analyzer including means for performing a feature usage analysis, means for performing a cross-feature usage analysis, means for performing an analysis of characteristics of feature users,