A system and method for generating an On-Line Analytical Processing (OLAP) query. A query object is provided that supports a plurality of OLAP servers which use different structured query formats. An OLAP server is determined from among the OLAP servers for which the query will be executed based on a property of the query object. The query object is processed to generate a query statement using the structured query format that corresponds to the determined OLAP server.