PDF rate cards and varied invoices to TMS/X12 pre?payment rating, audit?ready disputes
Carrier charges were checked after the fact because rate cards lived in PDFs and invoices used inconsistent codes. We modeled contracts as rate tables, matched shipments from the Transportation Management System (TMS) to bills, and flagged variances pre?payment. Accounts Payable (AP) focused on exceptions with evidence.

