Ingrid Whitman
PFNA-2025-0521 · Hire-purchase · 2022 Porsche Cayenne Coupe · ID
Ingrid is currently up-to-date on a hire-purchase for a 2022 Porsche Cayenne, with 14 consecutive on-time payments. Last payment landed 19 days ago and the next instalment is due in 18 days. The predicted-miss model fired today — bureau signal: Customer engaged hardship explainer twice without applying — leading indicator. Probability of a missed payment in the next 22 days is 96% (very high confidence). This is a watchlist case — Ingrid has not gone delinquent and no collections action is appropriate yet. Goal: subtle, helpful nudges that prevent a first miss.
12 months back · 14 days forward
On-time 75% · 2 late · 0 missed · streak 6 mo
- May
- Jun
- Jul
- Aug
- Sept
- Oct
- Nov
- Dec
- Jan
- Feb
- Mar
- Apr
- No action48%
- Soft touch (SMS / email reminder)30%-18pp
- Full treatment (NBA + payment plan offer)14%-34pp
- DPD trajectory · 0d+0.18
- Asset value vs payoff (LTV)+0.14
- Channel responsiveness · soft+0.08
96% likely to miss in 22 days
Self-cure · 57% / 86%
Self-cure cohort · light-touch AI nudge to portal, no human intervention required.