For most small and midsize businesses, AI pays off in four places: accounts payable and bill approval, receipt and document capture, bank reconciliation, and cash flow forecasting. All four run on top of the accounting software you already own, and none of them need a server, a consultant, or a rebuild of your systems. What they will not do is fix a messy chart of accounts or a loose approval process. A business that installs them on top of sloppy processes just gets to the wrong number faster.
Start with the work, not the software
Owners usually come at this backward. They read about an AI tool, they buy it, and then they go looking for something for it to do. The businesses that get a return do the opposite. They pick the one task in the back office that everybody complains about, and they solve that one thing.
In a business with 15 to 60 employees, that task is almost always the same. Somebody is still keying invoices by hand, chasing an owner or a manager for an approval, and re-typing the same vendor name for the four hundredth time. Attack that first. It is high volume, it follows rules, and the cost of an error is low enough that you can let software take a first pass at it.
The four places AI earns its keep
Accounts payable and bill approval
This is the clearest win available to small businesses right now. Platforms such as BILL, Ramp, Melio, Stampli, and AvidXchange read an incoming invoice, pull out the vendor, amount, date, and line items, propose a GL code based on how you coded that vendor last time, and route it to whoever has to say yes. The approver gets a notification and taps approve. The entry lands in your accounting system already coded.
Two things make this work better than it did three years ago. The coding suggestions learn from your own history rather than a generic template, and the approval routing can carry real rules – so anything over a threshold goes to a second person for approval. That second part is a control improvement, not just a speed improvement. That’s the part that most owners overlook.
Receipts, statements, and document capture
Document capture tools such as Dext and Hubdoc, along with the receipt capture built into card platforms like Ramp and Brex, handle the pile of receipts everyone dreads. An employee photographs a receipt, the tool reads it, matches it to the card transaction, and attaches the image to the entry. Your books end up with the supporting document attached to the transaction instead of just sitting in a glovebox.
For a Baltimore County contractor with crews in the field, or a distributor running deliveries across the Mid-Atlantic, this is usually the fastest thing to fix and one that employees appreciate the most.
Bank feeds and reconciliation
QuickBooks Online, Xero, and Sage Intacct all have automated matching that has gotten meaningfully better. The software proposes a match between a bank transaction and a recorded entry, and a person confirms it. On a clean set of books, most transactions match without anyone touching them.
Read that sentence again, because the qualifier is doing the work – a clean set of books. If you have duplicate vendors, a chart of accounts nobody has pruned in a decade, and three accounts called Miscellaneous, automated matching will make confident guesses and put things in the wrong place. Then someone has to go find them. Any time savings is out the window.
Cash flow forecasting and management reporting
Tools such as Jirav, Float, and Fathom sit on top of your accounting data and build a rolling forecast from your actual payables, receivables, and payroll rather than from a spreadsheet somebody updates when they remember. For a seasonal business or a contractor working a construction cycle, a 13-week cash view that updates itself is worth more than anything else on this list.
This is also the category where the output needs the most human judgment. A forecast is only as good as the assumptions under it. The software will not tell you that your largest customer is about to start paying slower.
| Naming tools is not endorsing them
The products named in this article are examples of what is available in each category. Strauss & Associates does not endorse, resell, or receive anything from any software vendor. What fits your business depends on your volume, your industry, and what you already run. Evaluate on your own facts. |
A position we take that not every CPA will
We tell clients to fix the chart of accounts before they buy anything.
Yes, it’s dull work. There’s no demo, no launch date, and nobody gets excited about it. But every one of the tools above learns from your existing coding. Feed it an inconsistent history,and you get inconsistent suggestions at higher speed. The cleanup will cost you more than the data entry ever did.
We will also tell a business when not to buy a tool. If you only process 30 bills a month and one person handles all of them in a single sitting, AP automation is not going to change your life. Buy it when the volume justifies it, not when an article says to.
The part your auditor will ask about
Software that codes an invoice without anyone reviewing the result is not a control, no matter how good the audit log looks.
Before you turn anything on, be able to answer three questions. Who reviews the software’s coding and how often? What are the approval thresholds and who they do they route to? Does the system keep a record of who approved what and when it was approved?
Most of the platforms above handle the third one well, because their audit trails are a selling point. The first two are on you. Software does not create segregation of duties. It moves where the segregation has to live.
There is a data question too. Vendor invoices and bank feeds carry information you have an obligation to protect. Read the vendor’s security documentation, ask where the data is stored, and ask whether your content is used to train their models. A vendor that cannot answer that in writing is telling you something.
What to do this month
- Pull your last three months of bills and count them. Volume tells you whether AP automation is worth it.
- Open your chart of accounts and look for duplicates, dead accounts, and anything called Miscellaneous or Other. Fix those before you shop.
- Write down who currently approves what. If the answer is that it depends on who is around, that is the real problem, and no software will solve it.
- Pick one category and run one trial. Not four at once.
Frequently asked questions
Will AI replace my bookkeeper?
No. It changes what the job is. The data entry shrinks and the review grows. Businesses that treat this as a headcount reduction usually end up with nobody watching the exceptions, which is exactly where the errors live.
Do these tools work with QuickBooks, or do I have to switch accounting systems?
Nearly all of them connect to QuickBooks Online and Xero, and the mid-market platforms connect to Sage Intacct and NetSuite. QuickBooks Desktop support is getting thinner and thinner. If you are still on Desktop, confirm the integration before you commit to anything.
What should a small business automate first?
In most cases, Accounts Payable makes the most sense. It is the highest volume manual task in a typical back office, the rules are clear, and the approval routing improves your controls while it saves the work.
Will my auditor have a problem with AI-generated entries?
Not with the entries, but with the review. An auditor wants to see that a person reviewed the coding and that the approval trail is intact. Keep those two things in place and the fact that software proposed the entry is not an issue.
Is it safe to put vendor invoices and bank data into an AI tool?
That depends on the vendor. Ask where the data is stored, who can access it, whether it is encrypted at rest, and whether your data is used to train the vendor’s models. Get it in writing before you upload anything.
If you want a second opinion before you sign a contract, bring us your demo notes and the last three months of your bills. We will tell you whether the volume justifies the tool, what needs cleaning up first, and where the review has to sit so your books stay auditable. Call 410-363-1011 or contact us.