An illustrative embodiment of a process for reconciling billing measures to cost factors, comprising receiving, by one or more processors, a set of billing measures from one or more applications and a set of cost factors from infrastructure feeds. Analyzing the set of billing measures and cost factors received, using a set of defined relationships to create analyzed information and generates, by the one or more processors, a set of reports using the analyzed information. Responsive to a determination to update the set of definitions, update the sets of definitions using information from the generated reports.