Techniques and solutions are provided for metadata-driven data maintenance. One or more data object queries are obtained from one or more data object frameworks. One or more sets of data objects are received based on the one or more data object queries. One or more data object nets are built based on the one or more sets of data objects and the one or more data object frameworks and respectively associated with one or more processes. The one or more data object nets and their associated processes are analyzed. Data object maintenance is performed on the data objects of the one or more data object nets based on the analysis of the one or more data object nets and their associated processes.