Yes, for the routine part: matching, explaining and drafting where the evidence is clear. The practical question is not whether AI can do bookkeeping but which work it may do alone. Set a confidence bar, let it ask below that bar, turn each answer into a rule, and keep approval and sign-off with people.
The short answer
AI handles bookkeeping well where the work follows from evidence: a bank line and a ledger entry with the same amount, a few days apart, carrying the same reference. It handles it badly where the books do not say enough and someone has to know the business. Most of a month is the first kind.
How should a finance team hand work over?
- Start with matchingLet it match bank lines that have one clear entry. Read its reasons for a few weeks: the amounts, the days apart, the reference it found.
- Set the barChoose how sure it must be before it acts alone. Below the bar it suggests the entry and asks. Raise or lower the bar as you see how it does.
- Answer onceWhen it asks, answer, and save the answer as a rule: "lines with STC PAY FEE are bank charges". Next month it does not ask.
- Keep the decisionsJournals wait for approval, a person signs off the month, and no money moves without a person. Hand over the work, not the responsibility.
How do you check that it got it right?
Look for three things in any tool. Each action should carry its reasons. The tool should count what it did and what people did, so you can see the share of the work it carries. And every figure in a report should open to the entries behind it, so a mistake is found in minutes, not at audit.
Questions people ask
What should AI not do in bookkeeping?
Decide what the books cannot show: a one-off settlement, a reclassification, a judgement on a provision. And it should never post, pay or sign off on its own.
What does a confidence bar mean?
It is how sure the software must be before it acts without a person. A match under the bar is suggested, not made, and waits for someone to check it.
Does it learn our books?
It should learn from your decisions. In Naarvin, an answer you give once can be saved as a rule that explains the same kind of line from then on.
How long until it does most of the work?
It starts on the first statements it sees. How much it carries depends on how clean the references are and how many rules your team has saved; the close page shows the share each month.