Infocredit Group
Brief · ComplianceSuite

AML Compliance in Banking: Modernisation Brief

AML compliance teams in banking are asked to detect more financial crime with flat headcount, while alert volumes keep rising. This brief examines where AML programmes lose time — fragmented customer data, disconnected screening and transaction monitoring, manual case files — and how banks are responding with unified KYC data, behavioural analytics, risk-based segmentation and integrated case management. It maps each improvement to a ComplianceSuite module so you can see what a modern AML compliance stack looks like end to end.

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What you will learn

  • Why fragmented customer data is the root cause of most AML detection failures
  • How joining KYC, screening and transaction monitoring improves detection quality
  • Practical levers for reducing false positives without weakening coverage
  • What regulators expect to see from a documented risk-based AML approach

Who this is for

MLROs, AML officers and financial crime analysts
Bank and EMI compliance leaders
Internal audit and regulatory reporting teams

Topics covered

AML complianceTransaction monitoringAML case managementFalse positive reductionRisk-based approach

Frequently asked questions

Why do AML programmes generate so many false positives?
Usually because screening and transaction monitoring run on fragmented customer data with untuned rules. The brief covers data unification and risk-based segmentation as the main fixes.
What is a risk-based approach to AML?
Applying due diligence and monitoring intensity in proportion to assessed customer risk, and documenting the rationale. Regulators expect the methodology to be evidenced, not assumed.
Who is the brief written for?
MLROs, AML officers, financial crime analysts and compliance leaders in banks, EMIs and payment institutions.

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