Accounts Payable Fraud Detection: Red Flags and Controls
Accounts payable fraud detection combines reliable vendor records, independent approvals, payment verification and exception review. Look for patterns that need investigation, then establish what happened using documents, system records and independent confirmation.
By Taylor Frizzell. Updated November 4, 2026. Worked examples are fictional.
What is accounts payable fraud?
Accounts payable fraud involves intentional deception in the purchasing, invoicing or payment process to obtain an improper benefit. An employee might approve fictitious services, a supplier might deliberately bill twice, or an outsider might redirect a legitimate payment. The ACFE’s discussion of shell companies explains why supplier identity deserves scrutiny, while also recognizing that shell entities can have legitimate uses.
| Observation | Meaning | Response |
|---|---|---|
| Error | An unintentional mistake, such as an invoice imported twice | Correct through an approved process and fix the cause |
| Suspicious exception | A pattern inconsistent with the expected process; intent unknown | Preserve evidence and investigate |
| Fraud | Intentional deception established by appropriate investigation | Escalate through authorized management, legal and investigative channels |
A duplicate invoice, a round amount or an unusual payment is not proof of fraud. Do not accuse an employee or supplier based solely on a report.
Common schemes and practical controls
| Risk | Red flag | Control and evidence |
|---|---|---|
| Fictitious vendor | New supplier with weak business support, shared contact details or vague invoices | Independent onboarding, documented business need, verified identity and conflict review |
| Duplicate billing | Repeated supplier/invoice combinations or repeated amounts | Review document and settlement history; retain disposition |
| Altered invoice | Changed amount or destination compared with approved document | Compare to contract, original invoice and receiving evidence |
| Payment redirection | New bank instructions, urgency or unusual communication | Independent callback using established contact information, second approval and final destination check |
| Conflict of interest | Undisclosed employee/vendor relationship | Disclosure, independent selection and approval, restricted review of lawful comparison data |
| Unauthorized payment | Missing approval, manual override or invoice splitting | Role restrictions, approval limits and review of total related commitments |
These are risk-based review ideas, not universal mandatory procedures. Tailor them to transaction values, systems and staffing. The ACFE’s analytics tests include duplicate records, missing vendor information, matching exceptions and approval conflicts.
Build controls across the payment lifecycle
Vendor onboarding and master changes
Assign a stable vendor ID. Verify the legal/business identity, reason for purchase, approved contact and payment method through appropriate independent sources. Keep sensitive tax and banking documents in restricted storage, rather than an open spreadsheet. Separate supplier creation from payment release where possible. Record who requested, verified, approved and entered a change, the timestamp, and the supporting evidence.
Any bank-detail change should trigger independent verification. Do not call a number supplied only in the change email or rely on a reply in the same thread. The FBI’s business email compromise guidance recommends independently finding contact details and verifying changes to account numbers or payment procedures. A familiar sender address does not establish authenticity.
Invoice matching and authorization
Match an invoice to the authorized purchase and evidence that goods or services were received. For inventory, this may be a three-way match between purchase order, receipt and invoice. For rent or professional services, a contract and documented service confirmation may be more appropriate. Investigate quantity, price and payment-term differences. Define who can approve exceptions and retain the reason.
Set approval authority by risk and total commitment, not only individual invoice amount. Require escalation for related invoices split just below a limit. Reconcile approved invoices to the final payment file’s count, total, beneficiary and destination. Approval of an invoice is not approval of an unverified bank change.
Access permissions and audit trails
Use named accounts, multifactor authentication and access limited to actual job needs. Review permissions when responsibilities change and revoke departing staff access promptly. Retain change history and payment approvals according to a documented schedule. Ask the software provider what its audit log captures and how long it remains available. Do not assume a screenshot contains the full history.
Segregation of duties for small teams
Divide supplier maintenance, invoice entry, authorization, payment release and bank reconciliation where feasible. When a small staff cannot fully separate them, document the conflict and install a specific independent review. The GAO Green Book is a useful control framework; its federal requirements are not automatically legal obligations for every small business.
| Activity | Two-person example | Evidence |
|---|---|---|
| Enter invoice and prepare batch | Bookkeeper | Source invoice and batch report |
| Verify supplier changes and approve | Owner independently confirms change | Callback log and approval |
| Release payment | Owner checks final beneficiary and total | Bank release record |
| Reconcile bank | Bookkeeper prepares; owner reviews direct bank records | Signed reconciliation and exception follow-up |
This arrangement still has residual risk, including owner override or collusion. For higher-risk activity, consider an independent external reviewer and bank controls suited to the payment method. A signature without reviewing evidence adds little protection.
Exception reports worth running
- Duplicate candidates: same supplier and invoice; normalized numbers; repeated amounts within a defined window.
- Vendor changes: new or changed destinations before a payment, including the requester, approver and editor.
- Approval exceptions: missing approvals, overrides, self-approval and related payments near limits.
- Matching exceptions: invoices without receiving evidence or amounts inconsistent with the purchase authorization.
- Unusual activity: dormant vendors becoming active, unexpected frequency, out-of-hours releases or unusual payment methods.
- Reconciliation differences: bank withdrawals without a supported ledger entry or unexplained vendor credits.
Each report needs a complete source population, stable IDs, defined time range, owner and review deadline. Document exclusions so cancelled invoices or credit notes do not silently distort the result. Tune thresholds after reviewing false positives; do not create an unexplained “fraud score.”
A fictional investigation from flag to disposition
Desert Office Services has a $4,800 invoice awaiting payment. A second $4,800 entry has a slightly different invoice number. The reviewer first confirms that the export contains invoice-level records, then compares both documents and receiving records. They establish that the second is a reminder copy of the same service, and bank history shows the first has already been paid.
The reviewer records the related IDs, evidence and decision, obtains authorized correction of the unpaid duplicate, and identifies the duplicate-import cause. The $9,600 flagged total is not the loss. In this example, the second payment was prevented; there is no evidence establishing deliberate fraud.
Investigation and escalation steps
- Preserve original documents, relevant communication, audit logs and payment references in restricted storage.
- Use authorized payment holds while uncertainty is resolved. Assign an independent reviewer and avoid alerting a suspected participant unnecessarily.
- Compare evidence across purchase, receipt, invoice, approval and settlement. Confirm externally through trusted channels where appropriate.
- Separate verified facts, unresolved questions and explanations. Record who reviewed each item and when.
- Escalate suspected intentional misconduct to authorized management and qualified advisers. Follow applicable reporting and preservation obligations.
- If funds may have been redirected, contact the financial institution immediately and report suspected business email compromise to IC3, as the FBI advises. Recovery is not guaranteed.
Download a payment approval and fraud-control checklist
Download the payment approval and fraud-control checklist (.xlsx). It includes review results, restricted evidence references, reviewer/date and unresolved actions. Use it with approved system permissions and bank authorization, not as a substitute for those controls.
Common mistakes and automation limits
Common mistakes include trusting an emailed bank letter, using one account for the whole team, approving from a payment total without invoice support, deleting exceptions, and assuming automation has reviewed the supplier’s legitimacy. Automated matching can miss new schemes and can flag valid activity. Poor master data or incomplete exports can hide problems. Review how exceptions are handled and test whether staff can bypass the control.
Frequently asked questions
Can software detect all AP fraud?
No. Software can identify defined patterns and enforce configured steps, but cannot establish every transaction’s legitimacy or intent. Human review and reliable source evidence remain essential.
What is the first control a small team should improve?
Map who can change a supplier and release a payment. Close any path that lets one person change the destination and independently send funds. Establish independent bank-change verification.
Are duplicate invoices always fraudulent?
No. They may be reminders, valid recurring charges, line-level export records or errors. Investigate before reaching a conclusion.
How often should exception reports run?
Choose frequency based on exposure and payment timing. Review high-risk changes before payment. Batch exception review and reconciliation should fit the business’s transaction volume and documented risk assessment.
Tools and related accounting lessons
Start with detecting duplicate invoices in Excel and its downloadable checker. Connect resolved items to accounts payable aging and bank reconciliation. Explore the Accounting hub for the wider close process.
Practice the payment controls
- Detect duplicate invoices in Excel with fictional data, transparent formulas and review notes.
- Verify vendor bank-detail changes before payment through independent contact and documented approval.
- Segregation of duties for small accounting teams shows a practical two-person matrix and compensating controls.
Support payment integrity with vendor master data management and the data governance guide. When redesigning the process, use the digital invoice approval workflow and retain independent release controls.