Moniqo: AI Finance SaaS

An AI-powered personal finance SaaS showcasing how any application can be enriched with production-grade AI features. Demonstrates an intelligent financial chatbot, AI-generated dashboard insights, and real-time anomaly detection built on a full-stack mobile-first architecture.

The Concept

• Showcasing how AI features can be seamlessly integrated into any SaaS application
• Demonstrating a multi-agent AI approach to financial analysis and insights
• Building a production-grade finance tool with real-world auth, database, and AI layers
• Proving that AI copilots can meaningfully enhance user experience beyond simple chatbots

The Approach

• Built a full-stack personal finance application with mobile-first responsive design
• Integrated a dedicated AI Financial Chatbot with session persistence and follow-up suggestions
• Layered AI-generated dashboard cards: Health Score, Forecast, Weekly Report, Insights, Anomaly Detection
• Implemented production-grade JWT authentication with access/refresh token rotation
• Seeded with 508 realistic transactions across 14 account types over 12 months

Tools & Technology

• Next.js (App Router) - Full-stack framework with server actions
• Prisma + PostgreSQL - Database ORM and relational data layer
• OpenAI / LLM API - Powers the financial chatbot and AI insight cards
• JWT (jose) - Secure httpOnly cookie-based authentication
• Framer Motion - Smooth UI animations and transitions

Key Takeaways

• AI insights are most valuable when they are contextual and data-grounded
• Multi-agent AI cards that stream independently improve perceived performance significantly
• Production-grade auth with JWT and refresh rotation is essential even for demonstrations

Tech Stack