Finance Automation Using AI Solutions for Small Business

Developed an AI finance tool that analyzes expenses and sends daily insights, applying methods from AI solutions for small business.

Industry:FinTech Automation
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Problem

Like many small business owners and professionals, I struggled with overspending and scattered financial data.


Even though I tracked every transaction in the Wallet by BudgetBakers app and purchased its premium plan, I couldn’t gain strategic clarity. The numbers were there — but no actionable insights, no automation, no daily improvement loop.

What I needed wasn’t another app — I needed real AI solutions for small business and individuals that could act like an advisor, helping me evaluate my spending and guide better financial behaviour.


My first idea was to export my data daily and ask ChatGPT for analysis, but doing that manually every morning defeated the purpose of automation for small business and personal productivity.

Solution

How AI Tools for Small Business Inspired My Solution

To solve this, I engineered my own AI automation solution — a lightweight, modular system inspired by how small business automation solutions improve efficiency through data pipelines and intelligent assistants.

I began by leveraging the Wallet app’s web version, which allowed me to automatically extract transaction and balance data using a custom scraper that I developed and deployed on my server.

My developed scraper logs in securely, collects the last two months of transactions, and exposes them through a small API, similar to how AI consulting for small companies often builds quick integrations around existing tools.

Image for API output that I developed to scrape the Wallet web application

Next, I integrated this API with n8n, my preferred quick workflow automation platform, and connected Telegram as a conversational layer.

n8n workflow that integrates with the scraper API

- I can ask questions like “How much did I spend yesterday?” in Telegram.

- The automation workflow fetches my latest data, sends it to an AI model, and receives a contextual answer.

- The AI’s response comes straight to my Telegram chat — in seconds.

Asking the AI Finance Advisor

The system also sends me daily spending summaries via email and Telegram, making it a personal version of what I often build as an AI tools for small business — systems that deliver insights automatically and reduce repetitive work.

Impact

This project turned my repetitive manual reviews into a fully automated AI-driven financial advisor.

  • I now receive daily AI-powered spending summaries automatically.

  • I can query my finances conversationally — just like using AI tools designed for small businesses to improve awareness and forecasting.

  • I eliminated the need to log in, export, or analyze manually.

The result: consistent financial awareness, proactive control, and zero daily friction — the same core outcome I deliver when implementing automation for small business clients who need smarter, data-backed decisions.

Tech Stack

Python
AI Integration
n8n
FastAPI

Deliverables

  • Automated Wallet Data Scraper and API

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