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How financial crime enables child exploitation networks
AML professionals spend their careers following financial signals — alerts, suspicious activity reports (SARs), transaction patterns. But how often do those professionals pause to...
AML compliance strategies for 2026
Anti-money laundering compliance is no longer a back-office obligation that can be handled with static rules and periodic reviews. Financial crime rarely signals its...
AML metrics regulators will expect in 2026
Coverage, precision, prioritisation, and case aging are quickly becoming the measures that reveal how an AML programme actually behaves when pressure hits. They show...
How Agentic AI transforms compliance
Agentic AI is emerging as a powerful force in financial crime prevention, aligning the goals of compliance teams and regulators in ways that would...
How AI can boost AML typology detection
Financial crime teams are increasingly exploring artificial intelligence for ongoing monitoring, and Napier AI recently asked a group of compliance specialists which applications hold...
How AI agents transform financial crime detection
Anti-money laundering (AML) analysts often join the profession driven by a mission to combat financial crime. Yet many leave disillusioned within a year, worn...
Why UAT is critical in AI-driven AML programmes
Imagine a financial institution preparing to deploy a new AI tool designed to streamline anti-money laundering (AML) alerts. The promises are compelling: faster triage,...
Building trust in AML AI with transparency and testing
AI is transforming AML, but one critical challenge persists: transparency. In regulated industries, credibility rests on explainability. If executives can’t understand a model, they...
How federated learning can disrupt fentanyl laundering
Fentanyl has become one of the deadliest threats in the global drug trade, killing thousands each year. The flow of money that supports it...
Preventing organised crime in the TCSP sector
Organised crime groups have long seen trust and company service providers (TCSPs) as a convenient route to launder money and disguise illicit activity.
While...









