Abstract: Systems, methods, and other embodiments associated with invoice record matching at a parent item level are described. In one embodiment, a method includes querying an invoice record database, a receipt record database, and/or a purchase order database to identify invoices, receipts, and purchase orders listing child items categorized under a parent item. The example method may also include parsing the invoices, the receipts, and the purchase orders to identify invoiced child items, received child items, and ordered child items categorized under the parent item. The example method may also include executing a comparing operation to compare quantity metrics and cost metrics of the invoiced child items, the received child items, and the ordered child items to determine whether a quantity match within a quantity threshold tolerance and a cost match within a cost threshold tolerance are determined.