Technical deep dives, regulatory trends, 
and founder takes

How lenders and onboarding teams spot fake 1040s, W-2s, and IRS transcripts: line-item tells, edited vs generated files, and the Form 4506-C break-test.

How to spot a fake invoice in factoring, trade finance, and AP: the tells that still work, the six file checks, and the debtor break-test that settles it.

Who counts as an MSB, FinCEN Form 107 registration, state licensing, the $2,000 SAR threshold, agent oversight, and what IRS BSA examiners find.

Explainable document forensics shows where a file was altered, what it said before, and how the examiner knows. Why a fraud score alone fails audit.

How KYC, KYB, rental, and lending teams spot fake utility bills used as proof of address: edited vs generated files, tells that work, six file checks.

The OFAC SDN List names blocked persons, vessels, aircraft, and crypto addresses. How screening works, what a true hit requires, and what a miss costs.

How bust-out fraud works, how it differs from default and account takeover, the signals and features that catch it, and why the loss ends up as a SAR.

How fake document templates and template farms work, why template-made files have no issuance history, and how to detect them in KYC and lending.