Challenge
Challenge
Order data had multiple payment, refund, UTM, and attribution states. If mappings or log fields were wrong, the owner could read the wrong cashflow story.
Finance Ops / Dashboard
Accounting and cashflow system for e-commerce operations
The operations team needed clear views of revenue, payment status, refunds, and cashflow from real order data. OPERCEL worked directly on the internal accounting app, checked the data, refined reports, and kept the local environment safe from production queue side effects.
$989kpaid sample
18k+order sample
FE+BElocal dev
Approach
Approach
- Run frontend and backend locally with a safe setup, avoiding unnecessary production queue workers.
- Cross-check order statuses and amounts against app data before changing UI.
- Remove noisy report sections so the operating card focuses on important information.
Expected result
Expected result
- Operational reporting became cleaner and easier to read.
- Changes were checked with typecheck, lint, and focused backend tests.
- The development process reduced the risk of touching production services by accident.