Kruti Vekaria · PhD
Selected work / 01

Turning a missed payment into a resolved one

Discover Financial ServicesBehavioral DesignNotificationsLoss Framing
What changed
  1. Removed the reassurance card that competed with the action

    Less cognitive load — the card said "missed payments happen" which normalised avoidance

  2. Added a caution cue

    Saliency and urgency — naming the late-fee cost reframes the choice as a loss to avoid

  3. Collapsed two competing buttons into one clear action

    Fewer choices, faster resolution — choice overload suppressed action

$75M+
estimated annual revenue protected/yr
+16%
payment resolution rate lift
+$25
average payment amount increase
+6.9k
accounts resolved per month

Collections on missed payments were leaving money on the table. Standard dunning sequences — letters, robocalls, escalating fees — were generating regulatory risk without recovering debt.

Most missed payments aren't inability to pay — people forget, or the friction of calling in is too high. The emotional valence of 'collections' activates avoidance. Remove the threat, lower the effort, and most customers self-cure.

Secondary research, a behavioral & UX evaluation, and a three-variant click test (threat-based, neutral, friendly) on a panel of 400 users. The friendly variant was then A/B tested in production over 6 weeks.

RoleLead behavioral designer + researcher. End-to-end: framing research, prototype, A/B test design, measurement.

Figures are rounded estimates. Mockups are illustrative — no real UI reproduced.