Machine learning has been a great help in the Tabscanner journey to developing a mature API. Tabscanner is a proprietary receipt OCR API, offered under a commercial license.
It started out as an SDK on Github, but now its has become a cloud based API. AI has helped put it on the map for data extraction.
Loyalty Schemes and Receipt Scanning
One use case of an API we programmed to use for receipt processing is rewards schemes.
In an era where customer retention is more valuable than ever, loyalty rewards programs have become a cornerstone strategy for businesses looking to build lasting relationships. At the heart of many of these programs lies receipt scanning — a process that must be accurate, fast, and scalable to provide a seamless user experience.
This is where Tabscanner shines, setting itself apart as the best receipt OCR (Optical Character Recognition) API for loyalty rewards program software.
1. Unmatched Accuracy in receipt OCR Technology
Tabscanner boasts industry-leading OCR accuracy, capable of extracting key receipt data — such as merchant name, transaction total, date, and line items — with extraordinary precision.
Unlike traditional OCR tools that often falter with crumpled receipts, unusual layouts, or handwritten elements, Tabscanner uses deep learning-based receipt parsing and a purpose-built neural network trained exclusively on receipts. This specialization leads to:
- 99% data extraction accuracy
- Reliable results across hundreds of receipt formats
- Robust recognition even in low-quality images
This level of precision ensures that users get their rewards without delays or errors, making it ideal for loyalty programs that rely on real-time validation.
2. Receipt API Tailored for Loyalty and Rewards Use Cases
Tabscanner is not just a general-purpose OCR tool — it's engineered with loyalty program workflows in mind. Whether you’re verifying a single purchase or aggregating transactional data over time, Tabscanner offers key features that support:
- Fast processing time to enable instant user gratification
- Detailed line-item recognition for complex reward logic (e.g., buy-one-get-one offers or brand-specific points)
- Duplicate detection and fraud prevention tools to protect program integrity
These features allow brands and platforms to confidently scale their rewards programs without compromising on quality or control.
3. Seamless API Integration
For developers building loyalty rewards software, integration time and API design matter. Tabscanner offers:
- RESTful API with straightforward endpoints
- Comprehensive documentation and code language guides
- 24/7 support and onboarding assistance
This developer-first approach shortens the implementation cycle, enabling software teams to go from prototype to production in record time. Tabscanner also offers web-hook support and customizable data outputs to fit diverse application architectures.
4. Global Reach, Multilingual Support
Tabscanner supports all languages and regional formats, making it ideal for global loyalty programs. Whether you're processing receipts from the U.S., Europe, Asia, or the Middle East, the system can accurately parse regional currency, date formats, and retailer naming conventions. This ensures that brands with international audiences can deliver a consistent, localized user experience.
5. Tabscanner has a Proven Track Record and Scalability
Tabscanner has been deployed across a wide range of industries and applications, from rewards platforms to expense management systems, proving its ability to handle large-scale receipt processing with speed and accuracy.
Trusted by developers and enterprises globally, the API is designed to scale effortlessly, whether you're processing hundreds or millions of receipts per month. With a robust cloud-based infrastructure and proven uptime performance, Tabscanner delivers consistent, reliable results that grow with your business needs.
You can find some Tabscanner case studies for different use cases on the official website. There are also use case pages for loyalty rewards and expense management.
If you have any questions please leave them in the comments and I will answer. Or I shall get a software engineer to chime in.
Trusted by leading fintech, retail, and marketing firms, Tabscanner has processed millions of receipts across a wide range of industries. Its cloud-based infrastructure is highly scalable, supporting both startups and enterprise-grade applications. High availability, data security (including GDPR compliance), and enterprise SLAs make it a reliable choice for mission-critical loyalty solutions.
When it comes to building effective, user-friendly, and scalable loyalty rewards software, choosing the right receipt OCR engine is critical. Tabscanner leads the field with its accuracy, real-time capabilities, developer-friendly API, and global readiness. If your loyalty platform needs to turn paper receipts into digital rewards effortlessly, Tabscanner is the best OCR API to power your success.
For more information or to try it out for free, visit loyalty receipt OCR page at Tabscanner.
Top comments (1)
Just in case some are thinking Tabscanner just does loyalty, it is not that limited. They are also a popular API for accounting software, like expense tracking and expense management. Plus consumer research, big data, other market research.