Fireworks Receipt A.I. – The Future of Automated Proof-of-Purchase

Overview

Manual receipt checks are slow, costly, and prone to fraud. Fireworks Receipt A.I. automates this with a multi-layered AI engine, delivering fast, accurate, and fraud-proof validation for retailers, malls, and consumer brands.

The Challenge

◾High manpower costs for manual checks

◾Inaccurate data from poor-quality receipts

◾Fraud risks (duplicates, doctored images)

◾Difficulty scaling during big campaigns The Solution

Receipt A.I. combines Google Vision (OCR), DeepSeek (price reasoning), OpenAI (logic checks), and Fireworks fraud detection models into one seamless pipeline. This ensures near-human accuracy while processing millions of receipts.

How it works:

◾Customer uploads receipt

◾OCR extracts details

◾AI validates totals & items

◾Fraud models detect tampering

◾Reward is auto-approved or flagged in seconds

Results

◾99% accuracy in validation

◾Nationwide scalability

◾Real-time engagement for consumers

◾Cost savings by cutting manual effort

◾Fraud protection with proprietary detection models

Why It Matters

Receipt A.I. enables brands to run seamless, automated, and fraud-proof loyalty programs across all retail and eCommerce channels. It’s not just digitising receipts—it’s redefining retail trust.