Systems, apparatuses, methods, and computer program products are disclosed for managing data usage. An example method includes monitoring electronic usage of a governed data set in a computing environment, wherein the governed data set comprises a governed business element, and wherein the governed business element comprises a business element and a metadata attribute configured to govern electronic usage of the business element. The example method further includes identifying, via a data compliance bot, transmission of an electronic usage request from a user device, wherein the electronic usage request comprises a request for a user of the user device to electronically use the business element in the computing environment. The example method further includes identifying the metadata attribute based on the business element. Subsequently, the example method includes determining whether electronic use of the business element is allowed.