Explainable AML Triage with LLMs: Evidence Retrieval and Counterfactual Checks

Dorothy Torres, Wei Cheng, Ke Hu

Anti-money laundering (AML) transaction monitoring generates large volumes of alerts that must be rapidly triaged by investigators under strict audit and governance constraints. Wh…