Abstract: According to some embodiments, an enterprise proprietary data store contains a set of electronic data records, each electronic data record having with proprietary data and an associated governance structure. A compliance computer platform may receive the proprietary data and associated governance structure from the enterprise proprietary data store and define enterprise-wide decision accountabilities for the proprietary data based on the governance structure. The compliance computer platform may also define privacy objectives for the proprietary data based on the governance structure along with specific machine-level controls to test and confirm compliance with the governance structure.