Abstract: According to some embodiments, an inventory report file may be received. The inventory report file may, for example, have records representing outstanding transactions associated with a wealth management record keeping system, and each record in the inventory report file may be associated with a transaction code. Information in a data dictionary may then be accessed, wherein the data dictionary maps transaction codes to accounting categories. A convertor tool may then automatically translate each transaction code in the inventory report file into an appropriate accounting category to facilitate reconciliation of a general ledger account balance.