What is reconciliation with AI?
Reconciliation is matching two records of the same money or the same goods until the differences are explained. A bank rec matches the bank to the books. An AI draft can list likely matches. It should not mark a row cleared unless the rule is exact and a person can see the pair.
In plain English
The bank says a deposit. The books say a deposit. Maybe they are the same. A model can suggest the pair from the amounts and dates you pasted. A person confirms. Bookkeeping is the wider job. Reconciliation is this matching. Do not outsource the sign-off. Reconciliation is matching two lists until the leftovers are explained. A model can highlight likely pairs and odd amounts. A person should clear the deposit. Do not let a confident match mark money as received. Start with one account and one week. If the leftovers are the same kind of error every time, fix the upstream entry, not just this week's sheet. Lock the week when it matches. Later edits belong to the next week, or the match you trusted is quietly undone.
How an owner would use it
Export the two lists, ask for suggested matches and a list of leftovers, and tick them in the accounting system yourself. If a suggestion skips a cent, reject it. Keep the books as the source of truth.
Common mistakes
Letting a model post journal entries because the suggestion looked tidy will hide a double count. Do not upload full account numbers if the memo is enough. Do not call a monthly close done because a chat said the totals 'look aligned.' Alignment without the leftover list is not a reconciliation.
A worked example
A garden center
Suggested matches, human ticks
This is an illustration, not a customer result. The owner pastes a redacted bank export and the week's sales summary and asks for pairs that match on amount and day, plus anything left over. They tick the obvious pairs in the books. A leftover cash drop stays a question for the closer, not a guessed category.
Related terms
Prompts and guides
Questions owners ask
What is reconciliation?
Reconciliation matches two lists, such as the bank and the books, until every difference is explained or left as an open item.
How can an owner use AI on a bank rec?
Ask it to suggest pairs and to list leftovers from files you provide. Confirm and post in the accounting system. Do not let the chat be the ledger.
Is this bookkeeping?
Bookkeeping is the ongoing record. Reconciliation is a check between records. AI can help prepare the check. A person still owns the books.
Product guides are on AI apps for business.