Yoshia Aditya Tafarrel Pangindaheng@Imaginater

Finagent is an AI-powered financial decision assistant for small and medium businesses. You upload a monthly sales report (Excel or CSV with revenue and expenses) and a file of customer reviews (CSV with ratings and comments). It turns them into a single dashboard. The dashboard shows total revenue, expenses and net profit with month-over-month trends. It also has a chart of actual revenue against a next-month forecast from linear regression, and a sentiment breakdown with the most common complaints, such as late delivery, damaged packaging or high shipping fees. From these it generates plain-language insights, recommendations and a short action list with deadlines. You can also ask it questions like “Why did profit drop?” The answers come from OpenAI or Gemini when an API key is set, and from built-in rule-based logic otherwise. The app is built with a FastAPI backend and a single-page frontend, supports Indonesian and English, and has light and dark themes.

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