Use Cases

Card transaction failure recovery: bring the customer back at the moment of failure

Card declined in a shop — embarrassment + lost transaction for the bank. Real-time recovery with alternative payment method or instant resolution.

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Scenario

Customer at shop checkout tries to pay by bank card. Decline for any reason (insufficient funds, fraud block, technical). Customer embarrassed, uses another card or cash. Transaction lost, customer rattled.

Trigger

Event from card processor: card.transaction.declined with reason code, amount, merchant, customer_id.

Filter: amount above threshold + recoverable reason (not fraud-confirmed).

Action

Window: <60 seconds.

Real-time push: “Payment of $X at [Merchant] did not go through. Possible reasons: [reason]. Want to try another method?”.

Action options:

  • Confirm transaction (override fraud block if customer confirms).
  • Use overdraft (if eligible).
  • Switch to another card / wallet.
  • Top up account from linked source.

Goal: re-attempt in the same checkout session, not lose the transaction.

What is measured

Recovery rate: share of decline transactions ending in successful payment within 5 minutes.

Customer NPS post-recovery.

Cost vs revenue: investment in platform vs recovered transaction value.

False fraud-block rate reduces through customer feedback loop.

What not to do

Do not send recovery without understanding the decline reason — generic messages frustrate.

Do not auto-override fraud block without explicit customer confirmation.

Do not bombard 3 channels at once.

Do not ignore post-recovery feedback loop.

How SamaraliSoft engages

Sprint Card Recovery Use Case — 4-6 weeks. Decline analysis, trigger logic, channel orchestration, pilot.

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