Systems and methods relating to preparing data for use in a printing operation are provided. One method includes receiving selected records from a first data source. The selected records have been subjected to a first record characteristic updating step and the selected records comprise mail information useful for delivery of printed materials. The method further includes updating the selected records with a second record characteristic updating step. A time at which the second record characteristic updating step is performed is determined in relation to a print production schedule for the printed materials. The method further includes creating a postal pre-sort file based upon the updated selected records for use in the printing operation. The printing operation is performed on a printing device based on the pre-sorted records.