By scoring each customer against their own baseline, and by routing the ambiguous band to a step-up challenge rather than a hard decline. Dynamic thresholds that move with segment and channel recover traffic that a single global cut-off destroys. The other half of the answer is measurement: report false-decline rate next to fraud basis points, so the cost is visible when thresholds come up for review.

