Automated Invoice Processing Without the Fraud Blind Spot
AP automation removes keystrokes — and removes the human glance that used to catch fakes. How to keep straight-through processing from becoming straight-through fraud.
Document fraud, forensics, and verification workflows — practical writing from the team building the engine.
AP automation removes keystrokes — and removes the human glance that used to catch fakes. How to keep straight-through processing from becoming straight-through fraud.
Controls fail when they're annoying. Eight AP fraud controls teams actually follow — from vendor master hygiene to callback verification and document forensics.
Registry records, domain age, phone lines, and the corroboration habit: a field-tested sequence for checking whether a company is what it claims to be.
The customer bought it, received it, then told their bank they didn't — and won. Why friendly fraud slips past fraud filters, and how documentation wins the dispute.
The first payment is the point of no return. Ten verification checks to run while a new vendor is still just paperwork — from registry lookups to banking callbacks.
Image models can now render a passable receipt in seconds. What that actually changes about document fraud — and which defenses barely notice.
Edges, lighting, metadata, reverse search, and error level analysis: a working sequence for checking whether an image has been edited — and knowing when you need tooling.
Cloning a region of the same image is the forger's favorite move — the borrowed pixels come pre-matched. How copy-move detection works, and where it shows up in documents.
Expense fraud is rarely a heist — it's a slow leak that hides in the volume. The eight patterns behind most of it, and how to catch each without interrogating every report.
A COI is a promise printed on one page — and one of the most-faked business documents. What a certificate actually proves, the red flags, and how to verify one properly.
A load booked, silently re-brokered, hauled by a trucker who never gets paid — and a shipper on the hook twice. The anatomy of double brokering and the checks that stop it.
OCR tells you what a document says. It has nothing to say about whether it's real. Why extracting a document isn't verifying it — and why you need both, in order.