Technical deep dives, regulatory trends, 
and founder takes

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.

Customer risk rating in AML: the five factors behind the score, static vs dynamic rating, how scores drive EDD and monitoring, and what examiners expect.

FinCEN human trafficking red flags for banks: labor vs sex trafficking footprints, funnel accounts, payroll absences, SAR filing rules, and forced criminality typologies.

How FinCEN 314(b) information sharing works after the June 2026 fact sheet: safe harbor conditions, fraud coverage, real-time sharing, enrollment, and the renewal trap.

APP fraud prevention across UK, EU and US rules: what Confirmation of Payee fixes, what it cannot, and why receiving-side mule detection only got built when liability shifted.

What the GENIUS Act requires of stablecoin issuers: reserves, BSA program, seize and freeze capability, Travel Rule, MiCA comparison, and the secondary market gap.

Why synthetic identities pass CIP, how the credit bust-out lifecycle works, which signals actually detect them, and why the risk concentrates in super prime.