Real-Time FinTech Analytics Dashboard
Rebuilt a legacy reporting platform into a real-time analytics dashboard handling billions of data points with sub-second query performance.
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The Challenge
The client had a 10-year-old reporting system that required 45-minute batch jobs to produce reports. Analysts were making decisions on stale data, and the system could not scale to new data sources. They needed a modern, real-time platform without disrupting operations.
Our Approach
We performed a full architecture audit and designed a new event-driven data pipeline. We introduced a streaming layer for live data ingestion, rebuilt the query engine using materialized views, and delivered a new React-based dashboard with role-based access control and white-label theming for client firms.
Technology Stack
Outcomes
- Report generation time reduced from 45 minutes to under 2 seconds
- Platform scaled to support 12 client firms on a multi-tenant architecture
- Data freshness improved from T+1 day to real-time streaming
- Team productivity increased by 40% due to improved tooling
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