Can AP Automation Platforms Really Prevent Fraud?

Anyone else noticing how invoice fraud is getting trickier to spot, even when everything looks digital and “automated”? We once had a vendor submit two invoices with slightly altered PO numbers. The amounts were identical, but one slipped past manual review because the team was rushing through month-end close. It took a painful two weeks to uncover during reconciliation.

That’s when we started experimenting with AP automation tools that didn’t just “process” invoices but actually verified them. With tools like Collatio Accounts Payable, we began flagging duplicate invoices, mismatched tax details, and unauthorized vendor entries in real time. It wasn’t about replacing humans, but about catching what humans often miss.

Our error rate dropped sharply, and the audit team stopped dreading quarter-end reviews. But it did make me wonder… are these systems catching all forms of fraud, or just the easy ones?

How are your teams balancing automation and manual oversight in AP fraud detection?

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