Mastering Financial Compliance and Anti-Money Laundering
4h 49mIntermediate2026-04-28
Authors

Starweaver
Course details
In this comprehensive course, dive into key principles of financial compliance and anti-money laundering. Learn to identify crucial risk factors and develop strategies to address and mitigate them effectively. Explore the use of AI as a copilot in regulatory intelligence and updates, enhancing your ability to streamline compliance processes. Build your understanding of transaction monitoring and learn to recognize behavioral anomalies and red flags. Discover the power of a well-structured governance system in ensuring policy effectiveness and readiness for audits. Designed for supply chain security professionals, but valuable to anyone in financial control roles, this course uses practical activities, actionable strategies, and real-world scenarios to enhance your ability to safeguard your organization against financial crimes.
Learning objectives
Construct comprehensive compliance frameworks for financial institutions.
Integrate anti-money laundering strategies into organizational processes.
Evaluate financial risks and implement effective mitigation strategies.
Design fraud detection systems to protect against financial crimes.
Learning objectives
Construct comprehensive compliance frameworks for financial institutions.
Integrate anti-money laundering strategies into organizational processes.
Evaluate financial risks and implement effective mitigation strategies.
Design fraud detection systems to protect against financial crimes.
Concepts
Welcome to the Course
- Intro video to course
- Module introduction
- Comparing global standards - FATF recommendations vs. local laws
- Analyzing the extraterritorial reach of US and EU regulations
- Mapping regulatory obligations to business contexts with AI
Mastering the Risk-Based Approach (RBA)
- The philosophy of the risk-based approach (RBA)
- Building the risk scoring matrix
- Scoring and weighting risks
AI as Your Regulatory Copilot
- Leveraging AI for regulatory intelligence and updates
- Summarizing complex directives and regulations with AI
- Engineering prompts for accurate legal interpretation
Tone at the Top and the Business Case
- Module introduction
- Articulating the ROI of compliance to secure board buy-in
- Defining governance structures and MLRO independence
- Assessing organizational compliance culture and maturity
The Compliance Gap Analysis
- Fundamentals of audit methodology - Design vs. operating effectiveness
- Setting up a compliance gap analysis tracker
- Identifying control gaps in a compliance scenario
Policy Engineering with AI
- High-level policies and standard operating procedures (SOPs)
- AI-assisted policy drafting
- Validating and refining AI-generated compliance documentation
KYC 2.0 and Digital Onboarding
- Module introduction
- Core pillars of customer identification programs (CIP)
- Designing a compliant customer onboarding workflow
- Digital identity verification
Unmasking the Ultimate Beneficial Owner (UBO)
- Understanding corporate structures - Shell companies and ownership layers
- UBO investigation techniques - Tracing ownership via public registries
- Calculating beneficial ownership - Visualizing control and percentages
Smart Screening and False Positives
- Understanding screening algorithms - Exact vs. fuzzy matching
- Configuring matching thresholds to balance risk and efficiency
- Adjudicating sanctions alerts and false positives with AI
Transaction Monitoring and Red Flags
- Module introduction
- Key money laundering typologies - Smurfing and trade-based schemes
- Differentiating between behavioral analysis and threshold monitoring
- Identifying data anomalies and transaction spikes
The Art of the SAR STR (Suspicious Activity Transaction Report)
- Drafting effective SAR narratives - The 5 Ws framework
- Accelerating SAR drafting with generative AI
- Creating defensible documentation for regulatory exams
Continuous Improvement and Audit Prep
- The feedback loop - Updating risks based on investigations
- Preparing evidence and strategies for regulatory examinations
- Managing remediation and drafting management action plans (MAPs)
- Course wrap-up