AI Agent Development · Finance & Accounting

Close the bookson autopilot.

Finance and accounting automation uses AI to take the manual work out of accounts payable, accounts receivable, reconciliation, and month-end close, so invoices get captured, matched, and routed with little hands-on entry. We build it around the accounting system you already run, with a person still approving the decisions that matter.

AP, AR, and closeBuilt around your booksHuman on every approval
Across the finance function

Less data entry. Faster close.

AI removes the repetitive work in four places across your finance team. The goal is the same everywhere: faster close, fewer errors, more invoices that move through untouched.

Payables

Capture, code, match, and route invoices for approval, so most move through with little manual entry.

Receivables

Send invoices, apply incoming payments, and chase the right accounts, so you get paid faster.

Close

Match transactions, prepare recurring entries, and surface variances to compress month-end.

Expenses

Capture receipts, check them against policy, and route reimbursements without the paper chase.

Accounts payable

From invoice to payment.

The highest-volume manual grind in finance is payables. Here is the path an invoice takes once it is automated, with a person stepping in only on the exceptions.

01

Capture

  • Ingest from email, PDF, portal, or scan
  • Extract every header and line-item field
02

Match

  • Two- and three-way matching to POs and receipts
  • Predicted GL coding from your history
03

Approve

  • Route to the right approver by your rules
  • Clean invoices clear; exceptions wait
04

Pay and post

  • Execute payment and post back to your books
  • Duplicates and anomalies flagged first

The capture step is our document and content processing work applied to invoices: OCR plus validation, tuned to your formats.

The other side of the ledger

Get paid faster. Close sooner.

Payables are only half the job. AI works the receivables side and the close too, and the two feed each other: clean data in means a faster, calmer month-end.

Receivables and DSO

Generate and send invoices, apply incoming cash to the right open invoices, prioritize collections by who is likely to pay, and automate reminders. One Billtrust-cited study found 99 percent of companies using AI in accounts receivable reduced their days sales outstanding (Billtrust).

Reconciliation and close

Match transactions across bank feeds and ledgers, prepare recurring journal entries, and surface variances for review, so the close compresses from a scramble into a routine. It is only ever as clean as the AP and AR data feeding it.

Build vs buy

Custom, or off-the-shelf?

Every product page tells you to buy their product. We are not a product, so we will give you the honest answer, including when you do not need us.

Off-the-shelf is right when

  • You run standard AP or AR
  • You are on a common accounting package
  • You want the fastest, cheapest start
  • A product like Bill.com or Ramp already fits

A custom build wins when

  • Your ERP is unusual or heavily customized
  • You have multi-entity or multi-currency complexity
  • Your approval logic is non-standard
  • You are stitching tools no single product spans
Trusted with money

Automated, not unsupervised.

Controls before convenience

Confidence thresholds and approvals

High-confidence items process automatically; low-confidence ones go to a person. Every payment passes an approval gate, and duplicates or out-of-pattern invoices are flagged before money ever moves. Nothing important happens without a human signing off.

A full trail, in your own books

Every action is logged and auditable, and all of it runs inside the accounting system you already use rather than a parallel tool no one can reconcile. We integrate; we do not rip and replace your books.

Your books

Built around the system you already run.

We work with the accounting system and ERP you already use, QuickBooks, Xero, NetSuite, Sage, and the tools around them, syncing data and respecting your coding rules rather than forcing a migration.

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and many more…

What clients say

Real teams. Real books.

Working with Jesse and Chad has been overall a great experience. They take the time to walk you through new developments in the AI world and how they can be implemented to better serve your company. The Automators are thorough and professional bringing a level of expertise to each process. Would highly recommend to anyone trying to build their business through the use of AI technology.
5.0/ 5Hudson DukeGoogle review · Jan 2026
The Automators are my AI strategy partner. I wasn't even sure as to what was possible with AI, but over the discovery call they uncovered areas where I could implement AI. I've already seen a large ROI on my investment, and they continue to be my partner to help me find new solutions for my business. They have the utmost professionalism, and I can't recommend them highly enough!
5.0/ 5Dianne CookGoogle review · Jul 2025
Jesse & The Automators are knowledgeable, forward thinking, and true experts in the ever evolving world of AI and automation. For any business looking to streamline and become more efficient. Reach out to them as one of your strategic partners, you won't be disappointed!
5.0/ 5Robert SwiontekGoogle review · Jun 2026
Jesse sent me a ready-to-use prompt that was very helpful!
5.0/ 5Ruhina SurendranGoogle review · May 2026
Helpful customer service helping me with retell ai
5.0/ 5Ennio ZaragozaGoogle review · Jun 2026
Reliable team that went above and beyond!
5.0/ 5Kevin HoganGoogle review · Jun 2026
What is AI accounts payable (AP) automation?
AP automation uses AI to capture invoice data, code it to the right accounts, match it to purchase orders and receipts, route approvals, and flag duplicates or anomalies, so most invoices move through with minimal manual entry. It connects to your accounting system or ERP rather than replacing your books.
How does AI invoice processing work?
The system ingests invoices from email, PDFs, portals, or scans, uses OCR plus machine learning to extract header and line-item fields, validates them, runs two- or three-way matching against purchase orders and receipts, and routes only the exceptions to a person. The extraction layer is our Document and Content Processing work applied to finance.
What is touchless invoice processing?
A touchless, or straight-through, invoice is one captured, matched, coded, and approved without manual intervention because every check passed automatically. In practice teams aim for a high touchless rate, not 100 percent, with the remaining exceptions still reviewed by a person.
Is AI invoice processing accurate enough to trust with money?
It can be, when it is built with confidence thresholds: high-confidence extractions process automatically and low-confidence ones go to a human, alongside duplicate detection, approval gates before payment, and a full audit trail. We design the human checkpoints into the workflow rather than bolting them on, and no system is ever fully hands-off.
How does AI help with accounts receivable (AR) and DSO?
On the receivables side, AI can generate and send invoices, match incoming payments to open invoices, prioritize collections by likelihood to pay, and automate reminders, which is how teams shorten days sales outstanding. One Billtrust-cited study found 99 percent of companies using AI in AR reduced their DSO (Billtrust).
Can AI automate month-end close and reconciliation?
AI can match transactions across bank feeds and ledgers, prepare recurring journal entries, and surface variances for review, which compresses the close. The cleaner your AP and AR data going in, the faster and more reliable the close comes out.
Does it integrate with QuickBooks, Xero, NetSuite, or Sage?
Yes. We build around the accounting system or ERP you already run, syncing data and respecting your coding rules rather than forcing a migration. The goal is to automate the work into your books, not to move you onto new ones.
Should I build a custom finance automation or buy a SaaS product like Bill.com or Ramp?
For standard AP or AR on a common accounting package, an off-the-shelf product is usually the fastest, cheapest start, and we will say so. A custom build pays off when you have an unusual ERP, multi-entity or multi-currency complexity, non-standard approval logic, or several tools to stitch together that no single product spans.
How much does finance automation cost, and what is the ROI?
It depends on invoice volume, integration complexity, and whether you buy software or build custom. The return usually comes from a lower cost per invoice, fewer errors, and captured early-payment discounts. Ardent Partners has pegged the average cost to process one invoice near 13 US dollars without strong automation (Ardent Partners), which is the number automation goes after.
Will AI replace accountants and bookkeepers?
No. It removes the repetitive data entry, matching, and chasing, so finance staff move to review, exceptions, and analysis. The human stays in control of approvals and judgment, which is exactly where their expertise matters most.
Finance team buried in invoices?

Automate the busywork. Keep the controls.

Free 30-minute scope call. We'll map your AP and AR flow and show you where automation cuts the most manual work, without taking your team out of the approvals.

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