AML and transaction risk: plan the review before the automation

Explore two published workflow concepts and define the evidence a pilot would need. These pages do not execute sanctions screening, monitor live payments or establish regulatory compliance.

AML Screening AI

Outline a human-reviewed sanctions and PEP alert workflow; confirm lawful data access, list freshness and match-quality testing before any implementation.

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Fraud Transaction Monitor

Outline transaction-alert triage; define false-positive tolerance, reviewer ownership and a reversible evaluation before connecting payment systems.

Explore the concept · Source

A three-step evaluation checklist

  1. Name the process owner, current review time and a measurable baseline.
  2. Use synthetic or authorized samples; record reviewer decisions, false positives and evidence retention.
  3. Set a stop rule and require compliance approval before connecting real data or making customer-impacting decisions.

No automatic account blocking, payment decisions, regulatory filing or purchase is authorized by these pages.

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