AI Based Fraud Detection Trading Intelligence App

CipherScan AI is an enterprise-grade fraud investigation and trading intelligence platform that combines deterministic risk scoring with AI-powered analysis. The system detects fraud patterns through baseline analysis and deviation detection, while simultaneously analyzing trading behavior to warn traders about repeating bad patterns based on their own historical data. Key Features: Fraud Investigation: Real-time alert processing with AI-generated investigation narratives, severity classification, and complete audit trails Trading Intelligence: Autonomous behavioral analysis that detects emotional trading patterns and warns traders when they're repeating mistakes from their own trading history Enterprise Security: JWT authentication, AES-256 encryption, role-based access control, and compliance-ready audit logging Premium UI/UX: Noir fintech design with glassmorphism effects and intuitive workflows Technology Stack: Node.js, TypeScript, React, Google Gemini AI, SQLite Business Value: Reduces investigation time from hours to seconds, helps traders learn from their mistakes, and provides complete regulatory compliance with automated audit trails.