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Revolutionizing Expense Tracking with AI-Powered Digitization for an E-commerce player

Compileinfy collaborated with a prominent e-commerce company to develop a cutting-edge solution for digitizing invoices – both paper-based and digital. This intelligent platform empowers users to track their expenses effortlessly, categorize spending, and get timely alerts on expiring offers, ultimately improving their personal financial management. The primary challenge lay in handling a variety of invoice formats and extracting key data efficiently. Through the use of AI-powered digitization, we delivered a seamless, user-friendly experience that simplifies expense tracking.

Services provided

Web Application Development, Extension Development, Mobile App Development

Industry

E-commerce

Platform

Challenges faced by client

The client struggled to process a large volume of invoices coming in from different vendors and sources. These invoices varied in format and structure, posing several challenges:

  • Diverse Receipt Formats: Invoices included inconsistent layouts, tax structures, and item details, complicating uniform data processing.

  • Complex Data Extraction: Pulling out specific information like expense categories and individual item costs required intelligent automation.

  • Handling Long Receipts: Many invoices contained numerous line items, which were only partially visible in screenshots or images.

  • Duplicate Entries: Ensuring the system didn’t capture or process the same invoice more than once.

Engagement model

Project Model

Project duration

3 Months

How we addressed the challenges

AI-Powered Digitzation

We implemented AI models capable of identifying and extracting relevant data – like category-wise expenses, tax values, and totals, regardless of invoice format or structure.

Format Standardization Engine

We developed a conversion engine that transforms varying invoice layouts into a consistent data model, simplifying further processing and reporting.

Intelligent Screen Capture Tools

Our mobile app and Chrome extension come equipped with intelligent screen capture functionality, allowing users to easily capture long receipts in full, ensuring that all line items are recorded.

Duplicate Detection Mechanisms

We integrated algorithms that automatically detect and filter duplicate invoices or screenshots, maintaining clean and reliable data.

Technologies & Tools Used

React

Next JS

Postman

Docker

Jira

Jest

Results / Outcomes

Smarter Expense Tracking

Users can now digitize receipts and track their expenses by category, gaining better insight into where their money goes.

Higher Offer Utilization

The system sends timely reminders on expiring discounts or deals, helping users make the most of ongoing offers.

Automated and Accurate Processing

With AI handling data extraction and standardization, manual effort and errors have been significantly reduced.

Scalable & Reliable Architecture

Built using AWS Amplify and other modern technologies, the solution is designed for growth and long-term reliability.

Client Testimonial

Tony Stark
Tony Stark
General Manager, E-commerce
Compileinfy's exceptional work transformed our e-commerce platform. Their expertise, commitment, and professionalism exceeded our expectations. We're now more competitive, and they've become our trusted partner for all technical needs. Highly recommended!

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