PRGX Overpayment Prevention
Catch overpayments before they're paid. Act on real risks, not false positives. Add prevention to your recovery program.
Complex AP environments create overpayment risk. PRGX Overpayment Prevention intercepts them before payment execution, even across multiple ERPs.
The Reality of High-Volume AP
The more systems, the more risk.
They’re not a reflection of your team’s performance; they’re a function of volume, complexity, and speed.
Most large enterprises run two or more ERP systems. A single ERP can catch some exact-match duplicates within its own system — but it can’t see across systems. When the same invoice is submitted to two different business units on separate ERPs, or paid once by P-Card and again through AP, there’s nothing connecting the dots.
Why PRGX Overpayment Prevention?
AI That Finds More
Our AI is informed by $2.3T in annual client spend analyzed and 7 petabytes of client data processed annually. Your team reviews what matters, not noise.
Easy to Start and Use
PRGX assists with the setup. Your team takes action right from your own ERP or chooses direct integration. SOC 2 compliant and ISO 27001 certified.
Built to Work with Recovery.
Add prevention to your existing PRGX AP Recovery Audit program and turn every insight into fewer future errors.
What We Identify Before Payment
- Duplicate Invoices — Same vendor, same amount, same invoice number — even across multiple ERPs or processing methods.
- Invoice Variations — Near-matches where small data entry differences (“0” vs “O”) mask the same underlying invoice.
- Split Payment Awareness — Groups split payments sharing the same invoice number so your team can distinguish partials from true overpayments.
- Recurring Payment Anomalies — Learns to deprioritize legitimate recurring charges as your team provides feedback.
This solution adds a layer of prevention to your AP recovery and operations ecosystem through the PRGX Panoptic® platform.
How It Works
Step 1: Works Alongside Your AP Systems.
PRGX connects to your ERP and Accounts Payable systems data. No overhaul, no lengthy onboarding. You’re up and running fast.
Step 2: AI Scores Every Invoice Group.
Proprietary AI analyzes and scores every invoice group across all suppliers, all systems and assigns probability scores before payment.
Step 3: Review and Improve.
Your team reviews flagged groups, confirms or dismisses, and tags the root cause. The system gets smarter.
Step 4: Take Action
You make the decisions and take action in your own ERP or direct integration is available.
Your team can determine the root cause as the system provides probability scoring alongside the real-time review status.
Prevention and Recovery: Better Together
PRGX stands out in delivering prevention and recovery at scale with more accuracy and savings. Prevention stops errors before payment. Add recovery, and you also get:
- Supplier statement reconciliations that surface credits and overpayments your systems can’t see
- 30+ analytical routines that identify historical errors across every disbursement type (taxes like VAT, freight charge anomalies, term pricing errors, and more)
- Debit balance collection, escheatment avoidance, and rebate reconciliation — value that sits untouched without expert review
YOUR TEAM MAKES THE CALL. AI MAKES SURE THEY SEE IT FIRST.
PRGX Overpayment Prevention scores and prioritizes every potential overpayment group across all suppliers and systems. The system learns from every decision, surfacing error patterns and trends over time so you can address issues at the source.
Watch Paul Brooks, PRGX Global UX Lead, show how it works.
Start Preventing Overpayments Today.
Your team catches more, saves more, and spends less time cleaning up. Give your AP team the tools to get ahead of errors — and deliver even greater impact to the business.
PRGX Overpayment Prevention
What is PRGX Overpayment Prevention?
PRGX takes its proven Accounts Payable Tech-Enabled Profit Recovery expertise—the same processes, data, and technology used to recover billions annually—and moves it before payment execution. Instead of recovering overpayments after the fact, our AI-driven workflows score and surface potential overpayments before they’re paid. The result: immediate savings, cleaner operations, and your AP team delivering even greater impact to the business.
How does this complement a traditional recovery audit?
Prevention and recovery work best together. A traditional Accounts Payable audit identifies and recovers overpayments from historical transactions while uncovering patterns that make prevention smarter over time. PRGX Overpayment Prevention stops new errors from happening in the first place. Some PRGX clients start with both, while others begin with recovery and add prevention as a natural next step.
What types of errors can this catch?
Our AI workflows analyze header-level invoice data — supplier name, supplier number, invoice number, date, and amount — to detect overpayments (same supplier, same amount, same invoice number, even across multiple ERP systems), overpayment variations where small data entry differences mask the same invoice, and recurring payment anomalies. The system learns over time to deprioritize legitimate recurring charges as your team reviews and provides feedback.
How does this work with our existing systems?
PRGX assists with data setup. Our solution connects to your existing ERP and AP platform data. No system overhaul required. Data flows into our pipeline on a daily, weekly, or monthly cadence and the solution is configured to your specific systems, suppliers, and risk patterns. Your team reviews flagged groups in the PRGX Overpayment Prevention tool and takes corrective action in their ERP, or direct integration is available
What about false positives?
This is where PRGX stands apart. Many tools on the market are known for false positive rates of 20%+, which creates extra work for AP teams who are already managing heavy transaction volumes. PRGX Overpayment Prevention uses AI informed by 50+ years of recovery audit experience and $2.3T in annual client spend analyzed.
The result: probability scores assigned to every potential overpayment group so your team reviews genuine risks, not noise, and can focus on what matters most.
