Gradient

FlutterNode.jsPythonFirebasePSD2 APIsMachine Learning
Gradient

Project Overview

AI FinTech Mobile App for Personalized Financial Insights

Client Overview

Gradient is an AI-powered FinTech app that provides real-time financial insights, smart budgeting, and predictive analytics for personal finance. The project started as an MVP and successfully attracted $2M in seed funding after launch.

Client Challenge

The client needed a mobile app that could analyze user spending behavior, forecast financial trends, and offer actionable insights using machine learning. The challenge was to integrate AI/ML models with banking APIs while maintaining performance and compliance.

Our Solution

We built Gradient using Flutter for mobile UI and Node.js for backend services. Machine learning models built with Python analyzed transaction data and generated predictive insights. Secure PSD2-compliant integrations enabled safe access to banking data. The app was designed to handle millions of transactions while delivering instant feedback.

Key Features

  • AI-driven financial predictions and budgeting tools
  • Secure PSD2 banking API integrations
  • Real-time expense categorization and insights
  • Interactive dashboards and reports
  • Push notifications for financial goals and alerts
  • Subscription and monetization modules

Results

  • $2M seed funding raised post-MVP
  • 4.9⭐ user rating in app stores
  • 60% user retention after 6 months
  • 45% faster AI computation post-optimization

Outcome

Gradient evolved from an MVP into a fully operational AI-powered FinTech solution, empowering users to manage their finances intelligently and transparently.

See Also