Payment Failure Dashboard
Stop finding out about failed payments at month-end.
What changes when you build this
The gaps you're living with today,
and what this tool fixes.
Problems
- Failed payments sit unnoticed in Stripe or processor logs for 3-5 days before anyone investigates
- Finance has no single view of how much revenue is at risk from active failures
- Retry logic runs on processor defaults with no visibility into what was retried, when, or whether it worked
- Involuntary churn from expired cards and insufficient funds accounts for 20-40% of total churn but gets treated as background noise
- Dunning emails fire on generic schedules with no awareness of failure reason or customer value
Solutions
- Every failed charge surfaces immediately in one dashboard with failure reason, amount, and customer context
- Revenue-at-risk total is visible at a glance, broken down by failure type and aging
- Retry history is tracked per transaction so the team knows exactly what has been attempted and what is still pending
- High-value customers with payment failures get flagged separately so recovery efforts are prioritized
- Dunning status and manual outreach are tracked alongside automated retries to prevent duplicate communication
What the data model looks like
Refine generates this table structure from your
prompt. Edit columns, types, and relationships after.
100%
Mistakes to avoid
These are the failure patterns teams hit most often
when building this.
Blind retry logicFix: Log every retry attempt with timestamp and outcome so the team can see what the processor is doing automatically.
Blind retry logic
Fix:Log every retry attempt with timestamp and outcome so the team can see what the processor is doing automatically.
No priority tiersFix: Flag failures above a dollar threshold or on accounts with high LTV so recovery outreach is not first-come-first-served.
No priority tiers
Fix:Flag failures above a dollar threshold or on accounts with high LTV so recovery outreach is not first-come-first-served.
Duplicate dunningFix: Track dunning email status alongside manual outreach in the same view to prevent customers from getting conflicting messages.
Duplicate dunning
Fix:Track dunning email status alongside manual outreach in the same view to prevent customers from getting conflicting messages.
Ignoring failure reasonFix: Group failures by reason code — expired card needs a card update request, not a retry. Route each type to the right action.
Ignoring failure reason
Fix:Group failures by reason code — expired card needs a card update request, not a retry. Route each type to the right action.
Stale failure recordsFix: Auto-close failures that have been successfully retried or where the subscription was cancelled, so the dashboard reflects current risk only.
Stale failure records
Fix:Auto-close failures that have been successfully retried or where the subscription was cancelled, so the dashboard reflects current risk only.