Concept demo
Retention · autopay pause and cancel

Keep the saving habit when a user tries to cancel

Every cancelled autopay is recurring savings Jar stops seeing. When a user taps cancel, this shows what they have built in their own numbers and offers a smaller step that fits their reason. Real offers from Jar's system, and the cancel button always one tap away.

Vikram taps “Cancel autopay”
₹200 per day, active for 240 days · 3.71 g gold · streak 33 days
Reason the user picks

Jar's system works out the offers it can make (lower amount, a 7-day pause, weekly instead of daily, or selling part of the gold). The model picks the two that fit the reason and writes the screen. The cancel button always stays.

F
Claude Sonnet 5.5Frontier model, via public API
‹Cancel autopay
Pick a reason to see the screen

Eight checks: valid output, real offers only, offer fits the reason, cancel stays visible, fits the screen, right language, no invented numbers, approved claims only.

Cost-
Time-
Output tokens-
D
DeepSeek V4 FlashOpen model on Dvar Inference, India
‹Cancel autopay
Pick a reason to see the screen

Eight checks: valid output, real offers only, offer fits the reason, cancel stays visible, fits the screen, right language, no invented numbers, approved claims only.

Cost-
Time-
Output tokens-

If this screen keeps 8 in 100 users who try to cancel, Jar keeps ₹78 Cr of savings a year. Even at half that, ₹39 Cr.10,000 cancel attempts a day, ₹30/day autopay, 90 days of saving kept. Change the assumptions

What it is worth

Savings kept by a better cancel screen

Move the sliders to Jar's numbers. Jar runs 1M+ autopay transactions a day (public job post), so even a few points of saves are large.

Assumption: about 1% of daily autopays
Jar daily saving starts at ₹10
Personal screen vs a generic one; measure with an A/B test
Conservative: counts only this window
Users kept per month24,000
Savings kept from one month of saves₹6.48 Cr
Per year₹78 Cr
Even at half the lift₹39 Cr

Savings stay in gold that users own; for Jar, kept autopays protect the recurring flow that drives revenue. Run a screen above to see what writing 3,00,000 screens a month would cost.