Receipt Scanner AI Agent Integrated with Buzzy

Overview

Startgrowth, a business and accounting firm, needed a fast and scalable solution to process and categorize receipts received in a wide range of formats, PDFs, images, spreadsheets, and more. The company wanted to streamline its financial operations without building a complex tech stack from scratch.

Partnering with AI Point and Buzzy, Startgrowth received an end-to-end solution: an AI-powered receipt scanning agent built by AI Point, seamlessly integrated into a custom frontend created using Buzzy’s low-code/no-code platform. The result was a modern, intelligent web application, developed at a fraction of the time and cost of traditional builds.

Challenge

Startgrowth faced a few critical challenges:

• File Format Chaos: Receipts came in all shapes and formats, JPEGs, PDFs, DOCs, XLSX, and more, requiring complex preprocessing and intelligent data extraction.
• Manual Categorization: Financial data had to be manually understood and categorized into relevant expense buckets.
• Rapid Deployment: Startgrowth needed a functional web interface without the overhead of full-stack development.

The solution needed to be intelligent, modular, fast to deploy, and user-friendly.

Solution

We partnered with Buzzy to split the workload efficiently:

Backend – AI Agent by AI Point

AI Point built a custom Receipt Scanning AI Agent with the following capabilities:

• Universal File Format Support: Automatically read and parsed data from PDFs, images (OCR), Word, Excel, and text files.
• Contextual Understanding: Used advanced LLMs to understand the content of each receipt, vendor, items, amounts, dates, etc.
• Automated Categorization: Applied business logic and machine learning to classify expenses (e.g., software, advertising, travel).
• API Wrapping: The agent was wrapped in a REST API to ensure seamless integration with any frontend or external service.

Frontend – Built in Buzzy

The UI was created by Buzzy’s design team using Figma, then directly imported into Buzzy to generate a production-ready web app. Buzzy allowed rapid iteration and UI enhancements without writing traditional code, while effortlessly integrating with the backend API from AI Point.

Results

• 100+ file types handled with high accuracy
• End-to-end workflow: upload → extract → understand → categorize
• Frontend live in days, not weeks
• Modular architecture allows plug-and-play use for other document types

Startgrowth now benefits from an intelligent document workflow tool that automates tedious financial admin work, freeing up time for higher-impact tasks.

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Client Testimonial

“The combination of AI Point’s backend expertise and Buzzy’s flexible frontend made this project a success. We were able to deploy a powerful, AI-driven web app quickly, without hiring a full dev team.”
— David, CEO, Startgrowth

Tech Stack

• AI Models: OCR, NLP, LLMs (OpenAI, custom fine-tuned models)
• API Architecture: REST API (Python)
• Frontend Platform: Buzzy (Figma-to-Web)
• Cloud Infra: AWS

Interested in a Similar AI Integration?

Whether you’re a startup or enterprise, we help you combine AI with low-code platforms like Buzzy to deliver smart, scalable apps, faster.

Let’s talk about your next AI-enabled product.
Contact us here or email hello@aipoint.io

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