Measuring What Matters: Harm, Metrics and the Future of AML Effectiveness in Asia-Pacific

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Anti-money-laundering regimes across Asia-Pacific are more technologically focused and active than ever before. Reporting volumes are rising, enforcement is more visible, and institutions are investing heavily in analytics and AI. By all procedural indicators, AML systems appear stronger than ever. 

Yet a fundamental question is now being asked: has this surge in compliance activity translated into a measurable reduction in criminal harm? While regulators are increasingly framing supervision around harm reduction, the metrics used to assess effectiveness remain largely output-driven. This creates a potential ‘Compliance-Impact Gap’, where measured compliance expands without proportional evidence that criminal networks are being disrupted. 

This webinar will go beyond traditional metrics to critically examine whether current frameworks capture real-world impact. We will explore how ‘harm’ can be better defined and measured, and how AI and advanced analytics can provide a more meaningful assessment of structural disruption, moving the industry from measuring activity to verifying impact. 

Join this webinar to learn: 

• How to define and measure 'harm' across economic, social and systemic dimensions 

• The limitations of traditional, output-driven metrics (e.g. SAR volumes) in assessing real-world impact 

• The 'Compliance-Impact Gap' – where compliance activity grows without a proportional reduction in harm 

• How advanced analytics and AI can enable more meaningful, network-based evaluation of AML effectiveness 

• The future of AML supervision and the shift from measuring activity to verifying impact