In fraud prevention, the most consequential moment isn’t when risk is detected, it’s when a decision is made. Every flagged transaction, suspicious login or anomalous pattern triggers a choice that must balance speed, accuracy, customer trust and regulatory responsibility. Act too aggressively and legitimate customers feel friction. Act too cautiously