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Accounting Made Simple: AI-Powered Financial Insights of Japanese Companies with Gemma 4
Masaya Hori · 2026-05-23 · via DEV Community

Masaya Hori

Gemma 4 Challenge: Build With Gemma 4 Submission

This is a submission for the Gemma 4 Challenge: Build with Gemma 4

What I Built

Accounting Made Simple is a modern and very simple, work in progress, financial web app that helps users track organisations and evaluate the core accounting equation: Assets = Liabilities + Owner's Equity. It combines Japanese financial data sources (EDINET and J-Quants) with Gemini-powered AI analysis to give users quick insights into a company’s financial health, trends, and potential red flags.

Key capabilities:

  • Organisation search and equity data lookup (currently targetting Japanese companies only)
  • Persistent organisation/accounting equation storage with Prisma + PostgreSQL
  • Magic-link authentication via Better Auth and Resend email
  • Financial analysis generated by Gemma 4 from real balance sheet data
  • Responsive UI built with Next.js 16, React 19, Tailwind CSS, and shadcn-inspired components

Demo

Code

Accounting Made Simple

A modern and simple web app for managing organisations and tracking the core accounting equation: Assets = Liabilities + Owner's Equity.

Built with:

  • Next.js 16 + React 19
  • Tailwind CSS v4 and shadcn/ui-inspired components
  • Prisma 7 + PostgreSQL
  • Better Auth with magic link login and Resend email delivery
  • EDINET and J-Quants financial data sources for Japanese companies
  • Gemini-powered financial analysis and insights
  • Zod / Prisma Zod generator for typed schema validation
  • Recharts for simple financial charts

Features

  • Search organisations and equity data from EDINET/J-Quants
  • Gemini-based analysis for selected financial data
  • Store organisations, accounting equations, and user sessions in PostgreSQL
  • Email-based magic link authentication via Resend
  • Responsive, utility-first UI with custom components
  • Prisma-generated types and database access layer

Getting Started

1. Clone the repository

git clone https://github.com/your-repo/accounting-made-simple.git
cd accounting-made-simple

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2. Install dependencies

npm install

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The repo runs prisma generate after install via postinstall.

3. Create .env

How I Used Gemma 4

I used Gemma 4 via the Google GenAI SDK to power the financial analysis experience in GeminiFinancialAnalysis.tsx.

  • Model used: gemma-4-31b-it
  • Reason: I chose the 31B Dense variant because it provides strong instruction-following and financial reasoning for structured company balance sheet data, while still being efficient enough for a production-style analysis flow.
  • Role in the app: Gemma 4 reads balance sheet data fetched from EDINET/J-Quants, then generates plain-language insights about company health, trends, and risk signals that are rendered directly in the UI.
  • This makes the app more than an accounting tracker — it becomes a finance assistant that helps users understand what the numbers mean.