FinFlow Dashboard

The Challenge

The client, a rapidly expanding international e-commerce conglomerate, struggled to manage and consolidate real-time transaction flows from four distinct international banking networks. Financial managers were relying on manual CSV exports and end-of-day reconciliation operations, which created visibility gaps and delayed fraud response times.

Furthermore, as site transactions grew during promotional campaigns, database locks and sluggish API response rates delayed transaction status updates, impacting customer satisfaction scores. The company required a robust, compliant portal that could sync transactions within seconds and balance double-entry ledgers automatically.

The Solution

Ankur Weldtech India engineered an event-driven web dashboard utilizing a Next.js frontend and a Node.js microservice architecture. To resolve bank API latency blocks, we constructed an active queue-buffered middleware parser using Redis. This setup ingests and stores bank transaction webhooks immediately, handling high data volumes without locking transactional records.

For backend calculations, we utilized a PostgreSQL database configured with optimized column indices and strict double-entry ledger constraints. On the frontend, we built a responsive dashboard containing interactive line charts and live fraud detection warnings, updating charts via lightweight polling scripts.

Key Results

By transitioning to FinFlow Dashboard, the client eliminated manual balancing workflows entirely. Accounting squads now possess up-to-the-minute operational insights, and fraud analysts identify suspicious transaction spikes immediately, protecting corporate capital.