The Solutions Series - Recapping Kevin Lee's Speech At The European Anti-Financial Crime Summit
Aug 22, 2023
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Kevin Lee, Director, Financial Crime Technology at AML RightSource, recaps his speech on how technology can be harnessed for financial crime at the European Anti-Financial Crime Summit. Topics include changes in compliance technology, data quality and governance in AI, robotic process automation, and establishing a model risk management framework.
AI is not a cure-all and requires human oversight and quality control.
Financial institutions should establish a model risk management framework, attention to enterprise-wide data, and align risk tolerance with their risk profile.
Deep dives
Evolution of Compliance Technology
The compliance technology landscape has evolved rapidly over the past decade, with a focus on data quality, governance, transaction monitoring, and sanctions screening. While some banks are still laying the foundation for effectiveness, others are exploring artificial intelligence and machine learning. However, it is important to understand that AI is not a cure-all and requires proper human oversight and quality control. In the next 10 to 15 years, the industry is expected to focus on efficiency by leveraging AI to learn from false positives and enhance current systems. Robotic process automation is also gaining attention as a means of reducing repetitive tasks and increasing workflow efficiency.
Essentials for Effective Financial Crime Compliance
There are three key elements that financial institutions should establish for effective financial crime compliance. Firstly, a model risk management framework is crucial to govern tuning, optimization, data governance, and sustainability. Secondly, attention must be paid to enterprise-wide data, as compliance heavily relies on transaction and customer data. Banks should have a foundation for data management, even when adopting AI. Lastly, risk appetite is a critical consideration, and banks should have internal conversations to align risk tolerance with their risk profile and support decisions with quantitative evidence.
Kevin Lee, Director, Financial Crime Technology at AML RightSource, captivated the audience at the 2023 European Anti-Financial Crime Summit in Dublin. In this episode, we recap his speech on how technology can best be harnessed for financial crime.
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