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Receipt & Expense Processor

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Overview

A 500-person company was drowning in expense reports. Employees submitted receipts late, in every format imaginable, with missing information. The finance team spent two full weeks each month just processing expenses. We built an AI-powered expense system where employees simply photograph receipts, and the AI handles everything else — extraction, categorization, policy checking, and report generation.

The Challenge

Receipts are the worst documents to OCR — crumpled paper, faded thermal print, foreign languages, varying formats. The system also needed to enforce complex expense policies (per diem limits by city, client-billable vs. internal, pre-approval requirements) without being so restrictive that employees hated using it.

Our Approach

We built a mobile-first receipt capture system with real-time OCR feedback ('receipt captured successfully' or 'please retake — text is blurry'). The AI extracts vendor, amount, date, and line items, then classifies the expense category. A policy engine checks every expense against company rules and flags violations. Clean expenses are auto-approved up to threshold; others route to managers with AI-generated summaries.

Key Features

  • Mobile receipt capture with instant OCR feedback
  • Automatic expense categorization
  • Policy compliance checking
  • Auto-approval for within-policy expenses
  • Manager review queue for flagged items
  • Accounting system integration
  • Tax-ready reporting

Results

3 days
Reimbursement cycle (was 3 weeks)
95%
Receipts auto-categorized correctly
100%
Policy violations caught (was ~60%)
2 FTEs
Finance staff time saved

Try It Yourself

Document Intelligence Demo

Upload any invoice, receipt, or document and watch AI extract structured data in seconds.

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PDF, PNG, or JPG -- invoices, receipts, insurance cards, contracts

Client Feedback

Employees snap a photo, and the expense report basically writes itself. Finance loves it even more than the employees do.

Category

Document AI

Tech Stack

Google Vision AI OpenAI GPT-4 React Native Node.js PostgreSQL QuickBooks Integration

Quick Stats

3 days Reimbursement cycle (was 3 weeks)
95% Receipts auto-categorized correctly
100% Policy violations caught (was ~60%)
2 FTEs Finance staff time saved

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