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Moliyachi

Demo Recording

Description

What is Moliyachi?

An AI-powered personal finance assistant that lives inside Agrobank Mobile. It transforms your banking app into an intelligent financial companion.

The Problem We Solve

Many Agrobank customers live paycheck to paycheck, facing aggressive spending after salary arrival, mid-month financial stress, and no visibility into their spending behavior. Current banking apps show transactions but lack intelligence — users need to understand their financial behavior, not just view balances.

Our Solution

Moliyachi transforms Agrobank Mobile from a transaction tool into a financial partner. Using AI, we provide spending insights, smart monthly planning with balance predictions, a Financial Health Score (0-100), goal planning with AI timelines, and personalized Agrobank product recommendations.

AI & Intelligence Layer

✦LangChain — AI orchestration framework
✦OpenAI GPT-5.1/4.1/4o — Large Language Models
✦RAG — Retrieval-Augmented Generation
✦Machine Learning — Behavioral modeling & predictions
✦Open-source LLMs — On-premise deployment option
✦LangSmith — AI observability & monitoring

Full Stack

Next.jsTailwind CSSRechartsLucide ReactTypeScriptMobile FirstPython (Flask, SQLAlchemy)PostgreSQLREST APIMathematical computations

Current Stage

MVPAI500 Hackathon Submission

Fully functional prototype with core AI features implemented

Next Steps

  • →Final UI/UX polishing
  • →Performance optimization
  • →Edge case handling improvements

Live Access

Try out the working application. No authorization required for testing.

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Interactive preview

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