BSA/AML · Model Validation · FinCEN · SR 11-7
Adherence to the Bank Secrecy Act (BSA) and Anti-Money Laundering (AML) regulations is a core compliance obligation for U.S. financial institutions, enforced by the NY Department of Financial Services, the Federal Reserve Board, and FinCEN. These regulations require robust transaction monitoring systems capable of detecting and reporting potential financial crimes.
The client needed a comprehensive, independent validation of its BSA/AML transaction monitoring and sanctions screening systems — aligned with Federal Reserve/OCC SR 11-7 (Model Risk Management) requirements. The engagement required testing detection accuracy, identifying miscalibrated thresholds, verifying data integrity, and replicating system alerts in a controlled environment.
The engagement began with a detailed review of BSA/AML compliance policies and transaction monitoring model design documentation. To empirically validate system behavior, Finoptics implemented a controlled, isolated SQL server environment — enabling independent alert replication across a wide range of transaction scenarios and sanctions list matches without disrupting the production system.
In parallel, a forensic audit of the transaction data feeding the monitoring systems was conducted. Key data points were cross-referenced for quality, accuracy, and completeness, ensuring models operated on a sound informational foundation. This integrated approach provided a holistic evaluation of both system performance and data integrity, aligned with SR 11-7 independent validation requirements.
The independent validation identified discrepancies and missing client information within the transaction monitoring system, along with overlapping alert results from certain scenarios — indicating model inefficiencies driving unnecessary SAR workload. Finoptics recommended targeted system adjustments and removal of redundant scenarios.
The result was an improved, independently validated BSA/AML program with enhanced detection accuracy, reduced false positive burden, and documented compliance with FinCEN guidance and SR 11-7 model governance requirements — strengthening the institution's readiness for regulatory examination.