Monelee
A web finance platform for tracking revenue, categorising spending and turning financial inputs into AI-assisted insights.
Finance
- Client
- Monelee
- Year
- 2025
- Timeline
- 3 months
- Team
- Frontend Engineer, Backend Engineer, UX/UI Designer
The idea behind Monelee
Monelee brings revenue, spending and expense analysis into one web product. Individuals and teams track budgets, categorise transactions and understand their finances without stitching together a separate view for each source.
It is built with Next.js, React and TypeScript on Node.js and PostgreSQL. The core features are revenue and spending tracking, automatic categorisation, AI-driven expense analysis and real-time insights.
Two problems shaped the build: financial data arrives in many formats, and the AI's reading of it has to be right. A single processing pipeline keeps inputs consistent, and NLP models extract the details the analysis needs. The result is less manual entry and a clearer picture of where the money goes.
Built with
- Next.js
- React
- TypeScript
- Node.js
- PostgreSQL
What we built
- AI-driven expense analysis
- Smart revenue & spending tracking
- Automated categorization
- Real-time financial insights
- Secure data storage
What was hard, and how we solved it
The hard parts
- Ensuring accurate AI interpretations
- Handling diverse financial inputs
What we did about them
- Advanced NLP models for precise data extraction
- Unified data processing pipeline for consistency
After launch
- Clearer understanding of personal finances
- Less manual input and faster decision-making
- More accurate financial insights powered by AI automation
Inside the app
Select a screen for a closer look.
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Explore the project
Building something like this?
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