A Practical Guide to AI for Financial Crime Risk Detection
Find out how machine learning can improve transaction monitoring systems.
Access the guideConcluding an assessment performed in 2022, the European Banking Authority (EBA) has found that firms in the payments sector are deficient in their controls against money laundering and terrorist financing (ML/TF). It also found that, despite the significant ML/TF risks facing the sector, certain European Union (EU) authorities are not sufficiently supervising the sector’s anti-money laundering and combatting the financing of terrorism (AML/CFT) management. This makes it possible for firms lacking proper AML/CFT measures to conduct business in the EU by establishing themselves in countries with insufficient supervision.
The assessment was conducted per the EBA’s founding regulation, which requires the regulator to perform sectoral risk assessments establishing “significant risks” in the European financial sector.
The report noted several elevated risk areas for the payments sector that should be fully considered in firms’ AML/CFT risk assessments and risk management frameworks. These risks are connected to realities inherent to the payments industry, including the high use of cash, high-volume/high-speed transactions, shorter-term business relationships, and operation in riskier jurisdictions.
In light of these risks, the report also identified seven key areas of weakness that need to be addressed in the payment sector:
Data from the EBA survey indicated that the sector’s top AML/CFT breaches occur in ongoing monitoring and transaction monitoring, customer risk assessments, and internal AML controls, policies, and procedures. This data was corroborated by information from the EU’s early warning tool, EuReCA, which indicated the same top three categories. As a tool established in 2022, this resource is already showing promise as it contributes to information needed to improve the EU’s overall AML/CFT risk framework.
In addition to the risks and weaknesses highlighted, the regulator emphasized three emerging issues that should be on firms’ radars in the payments sector. They are:
In responding to this assessment, firms operating in the EU payments sector should take full stock of the current state of their AML/CFT framework, beginning with an enterprise-wide risk assessment (EWRA) that takes the EBA’s top sectoral risks into account. This EWRA should further specify which unique risks a given firm is most exposed to in order to target AML/CFT processes most effectively.
As part of this process, firms should conduct a full independent audit of their AML/CFT program to identify weaknesses or oversights in light of their established risks. This should include a view of any third-party partners that may be partially responsible for risk management over specific vital processes, such as any TPA partners. It should also include a clear idea of personnel and supporting technology needed for effective AML risk management. This entails comprehensive training for all risk management personnel, as well as plans to upgrade outdated systems that cannot effectively keep up.
An artificial intelligence overlay may be a cost-effective yet efficient starting point for firms not yet ready to overhaul an older system. It can help supercharge existing transaction monitoring systems by prioritizing the riskiest alerts – so analysts’ investigative time is spent more effectively.
Find out how machine learning can improve transaction monitoring systems.
Access the guideOriginally published 22 June 2023, updated 23 June 2023
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