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Money Laundering Bulletin

There’s one AI function for AML that doesn’t have to wait until tomorrow

If you work at the coalface in a bank AML function, write Dr Martin Goodson and Tim Parkman, attending an AI conference or reading the latest research on AML and CTF applications can be an uplifting but also a chastening experience. Experts talk of data lakes, quality tollgates and intelligent, straight through processing. Consultants show impressively data-driven slides depicting machine learning-derived suspicion recognition models that can reduce false positives by 90%. Sales executives show you how their smart software can source all the information you need to make a decision on one easy-to-read screen - and then help you make it. Then you think of the people-heavy, manually-processed, paper-driven place you’re about to return to, and it’s easy to get downhearted. You think, ‘If only they knew…’

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