Description

This curriculum spans the design and operation of enterprise financial crime programs with the granularity of a multi-workshop implementation planning series, covering regulatory, technical, and organizational dimensions seen in global compliance transformations.

Module 1: Regulatory Frameworks and Compliance Obligations

Selecting jurisdiction-specific AML/KYC regulations to prioritize in multinational operations, balancing local mandates with global policy consistency.
Implementing real-time transaction monitoring systems that align with FATF Recommendations while minimizing false positives.
Designing compliance workflows that integrate legal, risk, and operational teams without creating bureaucratic bottlenecks.
Evaluating when to file suspicious activity reports (SARs) under varying thresholds and risk appetites across business units.
Managing regulatory examination readiness through audit trails, documentation retention, and version-controlled policy libraries.
Adapting internal controls in response to enforcement actions or supervisory findings from financial intelligence units (FIUs).

Module 2: Risk Assessment and Threat Modeling

Conducting entity-level risk assessments that differentiate between customer, product, geography, and delivery channel risks.
Mapping financial crime threats to specific corporate assets, such as treasury functions or M&A pipelines.
Calibrating risk scoring models using historical fraud data while accounting for emerging typologies like synthetic identities.
Integrating third-party risk into enterprise threat models, including joint ventures and outsourced finance operations.
Updating risk profiles in response to macroeconomic shifts, such as currency volatility or sanctions-related exposure.
Documenting risk acceptance decisions with executive sign-off for high-exposure business units or client segments.

Module 3: Transaction Monitoring and Detection Engineering

Configuring rule-based detection logic for wire transfers, payroll disbursements, and intercompany accounting flows.
Tuning machine learning models to reduce alert fatigue while maintaining detection sensitivity for layering or smurfing patterns.
Validating monitoring system performance through red teaming and retrospective case testing.
Integrating non-financial data (e.g., login behavior, device fingerprints) into transaction risk scoring.
Managing alert triage workflows across shifts and geographies with standardized escalation protocols.
Architecting data pipelines to support real-time monitoring with low-latency access to core banking and ERP systems.

Module 4: Identity Verification and Customer Due Diligence

Implementing dynamic CDD protocols that scale verification rigor based on customer risk classification.
Validating beneficial ownership data using public registries, corporate filings, and third-party verification services.
Handling politically exposed persons (PEPs) through enhanced due diligence and periodic re-screening.
Managing onboarding exceptions for strategic clients while maintaining auditability and segregation of duties.
Integrating biometric verification into remote account opening processes with fallback mechanisms for accessibility.
Addressing synthetic identity fraud through cross-verification of identity attributes across government and commercial databases.

Module 5: Internal Fraud and Employee Conduct Monitoring

Deploying role-based access controls in financial systems to enforce segregation between initiation, approval, and reconciliation.
Monitoring employee access to sensitive accounts or bulk data exports using UEBA tools.
Investigating conflicts of interest, such as employees with undisclosed vendor relationships or side businesses.
Conducting periodic attestation of financial controls compliance by department heads.
Establishing whistleblower mechanisms with protection protocols and intake triage procedures.
Responding to insider threats through coordinated actions between security, HR, and legal teams.

Module 6: Third-Party and Supply Chain Risk Management

Screening vendors, suppliers, and contractors against global sanctions and adverse media lists.
Conducting on-site audits of high-risk third parties with access to financial systems or payment processing.
Negotiating contractual clauses that mandate compliance with AML and data protection standards.
Monitoring subcontracting arrangements to prevent unauthorized delegation of financial responsibilities.
Assessing concentration risk in payment processing providers and establishing contingency protocols.
Managing due diligence lifecycle for mergers, acquisitions, and joint ventures with inherited third-party exposures.

Module 7: Incident Response and Forensic Investigation

Activating cross-functional incident response teams with defined roles for legal, communications, and IT forensics.
Preserving digital evidence from financial systems in a forensically sound manner for potential litigation.
Coordinating with law enforcement and regulatory bodies during active investigations without compromising legal privilege.
Conducting root cause analysis of financial breaches to identify control failures and process gaps.
Managing communication protocols to prevent reputational damage while complying with disclosure requirements.
Implementing remediation plans with tracked milestones for control enhancements and staff retraining.

Module 8: Governance, Audit, and Continuous Improvement

Structuring a financial crime governance committee with representation from legal, risk, audit, and business units.
Aligning internal audit scope with evolving regulatory expectations and known control deficiencies.
Conducting independent validation of detection systems by external specialists or auditors.
Updating policies and procedures in response to audit findings, regulatory changes, or incident learnings.
Measuring program effectiveness using KPIs such as alert-to-investigation ratio, SAR quality, and false positive rates.
Managing technology lifecycle decisions for financial crime platforms, including vendor evaluation and migration planning.