A system including: at least one processor; and at least one memory having stored thereon instructions that, when executed by the at least one processor, controls the at least one processor to: profile a plurality of existing data structures to generate existing profile metadata; identify a data quality level assigned to the plurality of existing data structures; access a new data structure; profile the new data structure to generate new profile metadata; determine a data quality level for the new data structure by comparing the new profile metadata to the existing profile metadata; and generate a plurality of customized data quality tests for the new data structure based on the determined data quality level for the new data structure.