Review unusual refunds and fees
Transaction exceptions only surface after a manual deep dive.
For a team reviewing refunds and processing fees for unusual patterns.
What good looks like.
An exception digest highlights explainable rule matches with source evidence and an assigned reviewer.
- Starts when
- The agreed transaction batch is available for the daily or weekly review.
- Accountable owner
- Finance operations lead
Where AI could help.
AI could summarize the context of flagged transactions. Rules and calculations should identify the flags; a person investigates without labeling a customer or employee as fraudulent.
How the work could move.
A suggested process to adapt to your team. Each handoff needs a clear owner and a visible check.
Define the review rules
Finance lead
Record thresholds, comparison periods, minimum sample sizes, and known exclusions.
Ready when: The analyst can explain why a transaction or batch would be flagged.
Prepare a complete batch
Finance analyst
Capture source totals, period, currency, and transaction IDs; remove duplicate imports.
Ready when: The batch reconciles to the source and missing feeds are identified.
Inspect flagged items
Finance and CX reviewers
Create one case per issue with rule, amount, source links, and operational context.
Ready when: Expected promotion effects and unresolved anomalies are clearly separated.
Close or escalate
Finance operations lead
Record an explanation, correction request, or follow-up owner and due date.
Ready when: A closed case has supporting evidence and repeated imports do not reopen it without new information.
Explore the setup, checks, and exceptions
Start with your tools.
Use transaction exports and a restricted exception worksheet. Link to the payment or order record; keep refunds and financial adjustments in their existing approval flow.
When things go wrong.
- A small batch is not compared as though it were a stable baseline.
- A corrected duplicate alert retains its review history.
- Missing fee detail produces an information request, not an assumed overcharge.
A useful first step.
Take one prior batch and verify that the rules surface a known issue while excluding a documented normal exception.
What to measure
Track confirmed issues per flag, unresolved case age, and repeat alerts for already reviewed cases.
Want this working with your team and tools?
Build it yourself, adapt what you already have, or work with us. We can help you choose where to start and handle the technical build.