Banks Merge Fraud and AML Defenses but Detection Gaps Persist
A global survey finds most banks are converging detection technology, yet the majority still report missed connections between fraud and money laundering.
Most financial institutions are moving to combine their fraud detection and anti-money laundering defenses, but significant gaps remain in how effectively those systems communicate, according to a new global survey conducted by Datos Insights and SAS.
The research found that 71% of financial institutions have begun converging their fraud and AML detection technology onto shared platforms or workflows. Despite that progress, 86% of respondents acknowledged that critical links between fraud activity and money laundering patterns are still going undetected, suggesting that technological integration alone has not closed the analytical divide.
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The findings point to a broader challenge facing compliance and risk teams: merging legacy infrastructure is one thing, but achieving operational coherence — where fraud signals and financial crime indicators are evaluated together in real time — remains an industry-wide work in progress. Analysts note that siloed data, misaligned team structures, and inconsistent regulatory frameworks across jurisdictions can all undermine even well-funded convergence efforts.
The gap between adoption and effectiveness highlighted in the survey carries real consequences. Financial crime that exploits the seam between fraud and money laundering can go undetected longer, raising exposure for institutions and increasing potential regulatory liability. Industry observers say closing those missed links will likely require not just unified technology, but also organizational realignment between historically separate fraud and financial crimes units.
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