Context
The challenge
A fintech team reconciled transactions across multiple payment gateways manually, causing delays and reporting gaps.
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Use CaseFinancePayments & Data Engineering
Use case
Payment Reconciliation Engine
Automated multi-gateway payment reconciliation with exception handling and finance-ready reporting.
~70%
Manual reconciliation reduced
Illustrative visualization
4
Gateways integrated
Illustrative visualization
Approach
What we built
We built an automated reconciliation engine ingesting gateway files and ledger data, matching transactions, and surfacing exceptions for review.
Results
Outcomes
What changed for the business after delivery.
- Daily automated reconciliation
- Exception queue for finance review
- Executive revenue reporting
Deliverables
- Gateway ingestion pipelines
- Matching & exception rules engine
- Finance reporting dashboards
- Audit trail & alerting
Technologies used
- Stripe
- PayPal
- Python
- PostgreSQL
- Airflow
- Power BI
Use Cases
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