reconcile Shopify payouts, fees, refunds, and invoices automatically and flag only the transactions that need me.

The demo workflow was tested against a month of anonymized transactions and the remaining exceptions were reviewed manually.

LedgerLoop is a demo solution that matches payout lines to orders, fees, refunds, and invoices, then sends only unresolved exceptions for review.