AI in AML in the UK and Europe: Where Detection Ends and Investigation Begins - TechnoXander
AI in AML in the UK and Europe: Where Detection Ends and Investigation Begins Almost every AML vendor says it uses AI. The claim has become so routine that it hardly means anything, so the better question is what the AI is doing and where in the workflow it sits. Our fuller view is in the two types of AI in AML . In short: detection AI decides which transactions get flagged. Investigation AI helps the analyst decide what to do once the alert opens. Better detection does not fix the investigation that follows. What the analyst actually sees When an alert opens, many analysts still see a transaction, a rule name and an account number. Earlier alerts, linked accounts and the onboarding note that explains the pattern sit elsewhere. That is the gap we describe in the biggest gap in AML is context , and it is why false positives are a symptom, not the whole problem. What regulators and standard-setters say FATF's 2021 report on new technologies encourages their use, whil...