Ordered → Shipped → Invoiced → Paid — where quantities diverge and dollars leak.
Source: EDI reconciliation engine — all PO lines in corpus, no exclusions. Quantities are unit counts at each lifecycle stage; dollar values derived from invoice line amounts.
Data: Cinderhaven Provisions, a synthetic demonstration dataset (not a client).