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AML Learnings

Sanctions Screening: A Technical Guide

Designing resilient watchlist workflows for high-risk transactions

FeelFinanced Editorial Board
May 20, 2026
6 min read
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Expert Perspective

Anti-Money Laundering (AML) means the rules and processes used to stop criminals from making illegally obtained money look legitimate. It helps banks, businesses, and financial institutions identify and prevent suspicious financial activity. In simple words, AML helps keep illegal money out of the legitimate financial system.

— FeelFinanced Editorial Board

Screening Basics

Sanctions screening identifies counterparties that appear on OFAC, UN, and regional watchlists. Effective programs align screening cadence with customer lifecycle and transaction volume.

Data Quality & Matching

High-quality name, address, and identifier data is essential for low false positives. Fuzzy matching thresholds must be tuned to the institution’s risk appetite.

Alert Workflows

Alert triage should combine automated enrichment with analyst review. Escalation paths, documentation, and timing SLAs are critical for regulatory defensibility.

Model Governance

Screening models require periodic validation, scenario testing, and audit evidence to confirm they remain effective against evolving sanctions lists.

Disclaimer: This material is for educational purposes only. Every financial situation is unique. Consult with a certified professional before making significant decisions.

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