Illustrative use case · Finance & Accounts Payable
AI Finance Agent for Invoice Processing, Reconciliation and Accounts Payable
An agent that reads invoices, matches them to purchase orders, investigates routine exceptions and prepares entries for your finance team to approve.
The Business and the Problem
The business
An illustrative $40 million distributor with 150 employees, processing about 2,000 supplier invoices a month and around $24 million in annual payables.
The problem
- Staff open invoices, key in data and identify suppliers by hand.
- Purchase-order matching and discrepancy checks take time.
- Approvals are chased by email.
- Rules-based automation stops whenever a document does not match the expected pattern.
What it costs
Every invoice carries a handling cost, month-end close is slow, and duplicate or incorrect payments slip through when volumes peak.
What Agentic Resources Builds
A finance agent connected to your accounting or ERP system, email inbox and vendor records, preparing work for your finance team rather than posting payments on its own.
Read documents
Reads invoices and supporting documents in any format.
Validate data
Extracts and checks invoice data against vendor and purchase-order records.
Catch problems
Identifies duplicates and mismatches before they are paid.
Investigate exceptions
Investigates routine exceptions and assembles the evidence.
Prepare and route
Prepares accounting entries, routes them for approval and drafts supplier replies.
How It Works
Invoice received
The agent picks up invoices from the AP inbox or portal.
Data extracted
Supplier, amounts, lines and terms are captured.
Three-way match
The invoice is checked against the purchase order and receipt.
Exceptions investigated
Mismatches are researched and evidence is attached.
Entry prepared
A coded entry is prepared for review.
Approval and audit trail
Your team approves; every step is logged.
Where People Stay in Control
Payments
No payment is released without a finance approver.
New or changed suppliers
Bank detail changes and new vendors always need human verification.
Coding judgments
Unusual coding is flagged for review rather than guessed.
Audit trail
Every extraction, check and approval is recorded.
Potential Results
Faster processing
Routine invoices ready for approval in minutes rather than days.
Fewer errors
Duplicates and mismatches caught before payment.
Lower cost per invoice
Less manual keying and chasing.
Faster month-end
More time for analysis instead of administration.
Potential Financial Value
Illustrative model, not a client result. Figures are assumptions for a business like the one described above. Your own figures come from the measured baseline in our readiness diagnostic.
| Source of value | Modeled assumption | Annual value |
|---|---|---|
| Invoice handling time | 2,000 invoices a month; 60% handled by the agent; 8 minutes saved each; $35 per hour loaded cost | $67,200 |
| Duplicate and incorrect payments avoided | 0.1% of $24 million annual payables | $24,000 |
| Potential annual value (illustrative) | $91,200 | |
Technology
Have a Process Like This in Your Business?
Tell us how it works today. We can help identify what can be automated, what should remain under human control and where the financial return may be greatest.