Graph Neural Networks for Detecting Shell Company Networks: A Compliance Professional’s Guide to Graph AI Shell companies and front entities remain the architecture of choice for financial criminals seeking to layer illicit funds, obscure beneficial ownership, and exploit jurisdictional arbitrage. Despite decades of regulatory tightening — from FATF Recommendations 24 and 25 to the UAE’s […]