1 Answers
A:
Add latency-based backoff logic at the payment orchestration layer
You need a mechanism that monitors response latency from PSPs and dynamically adjusts retry intervals.
Use exponential backoff with jitter for retries
Instead of retrying at fixed intervals, apply exponential backoff with jitter, a common approach used by resilient payment and API clients:
retry_delay = base * (2 ^ attempt) + random_jitter
Example:
This ensures your app doesn’t trigger retry storms that could get your merchant handle throttled by the PSP or NPCI gateway.
Classify retry eligibility by UPI status
Only retry when you get transient or timeout errors.
This prevents retries for permanent failures that can never succeed.
Show real-time UX feedback
When throttling triggers, inform the user with a contextual, transparent message:
Log all throttling events
For audit and support teams, log these fields for every throttled retry:
This is helpful if your system needs to justify retry behavior to partner banks or regulators.
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