Technical deep dives, regulatory trends, 
and founder takes

How to spot a fake bank statement: edited-after-creation vs generated-from-scratch, which visual tells still work, and how file history exposes forgeries.

How banks evaluate AML vendors under OCC and FFIEC third-party risk rules, including residual BSA risk for processors, screening, BPO, and model vendors.

How banks and credit unions detect altered, counterfeit, forged, and duplicate checks: typologies, detection layers, Reg CC holds, and SAR key terms.

What an AML lookback review is, what triggers one, how regulators scope it, what TD Bank-scale lookbacks cost, and how automation changes the economics.

Shell company red flags at onboarding and in transaction activity, how to investigate a suspected shell, and what detection tooling needs to do.

The five pillars of an AML compliance program, what examiners test under each, common exam findings, and how FinCEN's 2026 proposed rule reframes them.

How transaction monitoring rule tuning works: ATL/BTL testing, sensitivity analysis, segmentation, cadence, and the documentation examiners expect.

How banks detect account takeover fraud: attack vectors, the signals that give ATO away, SAR and FFIEC obligations, and how to evaluate detection tools.