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Introduction
This chapter explores the critical role of tuning and optimization in improving the accuracy and effectiveness of financial institutions' monitoring systems. The speakers highlight regulatory requirements and specific guidelines for tuning outlined in regulations such as FFIC BSA AML exam manual and New York DFS Part 504.