An apparatus and method monitor database queries and allow determining database relationships from the analysis of the database queries. The database relationships are inferred from the analysis of the database queries. The result sets of queries are analyzed to determine if any relationships between the columns specified in the queries may be inferred. In one embodiment, when a relationship between columns is discovered from analyzing query results, a system administrator is notified. In another embodiment, the relationship is stored so it may be retrieved and viewed at a later time by the system administrator.