Can AI prepare bank reconciliations?

A bank reconciliation compares the cash balance in your books with the balance on the bank statement and explains every difference. Most of the effort sits in matching individual transactions, which is the part AI handles well. For a refresher on the fundamentals, see what bank reconciliation is.

What AI does well in a bank reconciliation

• Matching at volume: Pairing hundreds or thousands of bank lines with ledger entries by amount, date, payee, and reference, including one-to-many matches such as a single deposit that covers several invoices.
• Surfacing exceptions: Separating items that match cleanly from items that don't, so the reviewer starts with the short list instead of the full statement.
• Explaining differences: Labeling likely causes for unmatched items, such as timing, a bank fee not yet recorded, or an amount that differs from the invoice.
• Producing the workpaper: Assembling the matched detail, open items, and balance tie-out in one document the reviewer can trace.

What still needs an accountant

AI prepares the work. It does not replace judgment on items that need context, such as a deposit with no clear source, a duplicate payment, or a transaction that should be reclassified. The reviewer decides how those are resolved, approves any adjusting entries, and signs off on the reconciliation.

How Ramp Stack handles bank reconciliations

A Ramp Stack agent pulls GL detail from QuickBooks Online, NetSuite, or Sage Intacct, along with bank activity from a connected bank feed or uploaded statements, and matches transactions item by item. It returns a formula-backed workbook with the matched detail and every item that doesn't tie out, labeled with what it is, how much, and the likely cause. In QuickBooks Online, Stack syncs cleared items but cannot mark transactions as reconciled, because the QuickBooks Online API doesn't support that action, so the final step stays in QuickBooks Online.

Adjusting entries are prepared as new journal entries and post only after an accountant approves them.