Systems, methods, and other embodiments associated with a framework for compliance report generation are described. In one embodiment, a method includes receiving a data source definition of a set of data sources comprising data for populating compliance reports. The example method may also include retrieving a compliance report definition for a compliance report for a reporting entity. The example method may also include constructing and rendering a user interface populated with a set of user interface elements generated based upon the set of data sources and the compliance report definition. The example method may also include generating the compliance report according to the compliance report definition. The compliance report is populated with data from the set of data sources. The compliance report is sent over a computing network to a remote computing device of the reporting entity.