A study of 87 real invoices found that invoice spreadsheets often assume fields that don't consistently appear. Due dates exist on only 40% of invoices, VAT amounts are more common than rates, and roughly one in eight line items includes tax in the total while others don't, creating reconciliation risks for bulk processing.