A method includes receiving a query request, generating a modified query in a database query language by modifying a stored query in the database query language based on the query request, and transmitting the modified query to a database endpoint. The method includes receiving query results in the database query language and converting by the processor the query results from the database query language to a format usable by a reporting engine.