Turning raw financial data into investment intelligence
10x faster data processing
Financial Technology
The Challenge
An emerging fintech platform needed to help users make smarter investment decisions. The challenge: processing vast amounts of financial data, market signals, and portfolio information — then turning it into actionable intelligence that everyday investors could understand. Manual analysis was slow, error-prone, and couldn't scale.
Our Approach
Sourced real-time financial data from multiple market feeds
Normalized disparate data formats into a unified data model
Enriched with AI-powered analysis and pattern recognition
Decided investment signals using ML models trained on historical data
Acted by generating personalized portfolio recommendations
Verified accuracy through backtesting and validation frameworks
Learned from user behavior and market outcomes to improve models
The Solution
- Full-stack AI-powered financial analysis platform
- Real-time market data processing pipeline
- AI-generated investment insights and recommendations
- User-friendly dashboard translating complex data into clear actions
- Automated portfolio tracking and alerting
Results
10x
Faster data processing vs manual analysis
Multi-market
Platform serving users across multiple markets
Sub-second
Insight generation from raw market data
Full product
Designed, built, and deployed as a complete product