Banks should prioritize platforms that offer real-time transaction monitoring, adaptive machine learning, explainable alerts, audit trails, integrated AML and KYC workflows, low false-positive rates, scalable infrastructure, and seamless integration with existing banking systems. These capabilities improve fraud prevention while supporting regulatory compliance and operational efficiency.