Data extraction from receipt images using optical character recognition
Receipt OCR technology converts printed or handwritten text on receipts into machine-readable digital data. Advanced AI algorithms identify and extract key information such as merchant names, dates, amounts, and item descriptions.
Receipt OCR is widely used in industries like retail, finance, and accounting. Often an API is integrated into mobile apps and business software. For seamless loyalty reward programs, expense management, and record keeping. It can be broken down into 3 stages:
The digitization of receipts, usually by taking a photo on a phone. An API captures the information in an app or software, sending it to the OCR engine.
Multiple OCR models carry out receipt reading to check line item recognition. AI plays a role to ensure quick and accurate receipt data extraction has been captured. There is a lot of complicated work done during the parse. Dealing with different currencies, languages, receipt formats and the line item units, amounts and totals. Only an OCR tool with excellent machine learning engineers will achieve results above 90%.
Finally the extracted details are sorted into structured data, such as extracting the total amount, date, and items purchased. Processing the data completes when delivered back through an API with validated totals. Deep learning AI assists rounding errors handling. Which is correcting for discounts, tax and extra fees.
The fastest, most accurate receipt OCR API available
With 8 years of experience and over a billion receipts processed, you can be sure your software is providing the fastest and most accurate solution to your customers.
Having operated in the industry for 8 years, our dedicated support team are highly experienced in providing solutions for various use cases and applications. We offer advice and guidance on implementing our receipt OCR API and ensure you get the best out of our technology. Our ongoing support is with you through, testing, and integration and will help you scale up with your solution.
Passionate about our AI-powered receipt OCR API
Our team are passionate about the possibilities of AI and machine learning. With accuracy and speed being our key drivers. We are relentlessly training new OCR models to achieve 100% accuracy on readable receipt images.
At the same time, we are dedicated to optimising the code and upgrading our processing servers to provide fast and responsive results for all our customers.
Complex AI Simple API
Our receipt OCR technology is processed through a multitude of machine learning models and an array of pre-processing algorithms, ensuring you get the fastest and most accurate results.
All of this is delivered through a simple and easy-to-use OCR receipt API enabling developers to integrate, iterate and innovate fast.
Call the tabscanner endpoints
@ https://api.tabscanner.com
// Upload your receipt image passing any custom parameters
POST /api/process
// Get the result in json format
GET
/api/result
// Use the result in your application
print
(
"Total: "
+
result.total
)
Key Features of Our Receipt OCR API
99% Accurate
The highest accuracy rates in the industry
We pride ourselves on accuracy. Our rates have been tested rigorously on global multi-language receipt batches and results show the highest rates in the industry on total extractions straight out of the box.
Lighting Fast
Twice as fast as any other receipt OCR
Our processing speeds are unmatched and can effect user experience significantly. Receiving results in 3 seconds instead of 8 can be the difference between an engagement or a bounce.
Dedicated support team
A world class data team by your side
Our dedicated in-house data team is here to support you with custom configurations, enhanced accuracy and any data refinement requirements to ensure that you get the most out of our receipt recognition API technology.
Monthly Plans
Starter
$0
integrate and test
FREE
- Receipt OCR
- API manager
- 200 credits per month
- Parameters
- Regional configs
Per Credit
$24
300 monthly credits.
$0.08 per excess credit.
- Receipt OCR
- API key manager
- 300 Monthly Credits
- Parameters
- Regional Configs.
- Scalable and flexible credits
Business
$360
6000 monthly credits.
$0.06 per excess credit.
- Receipt OCR
- API key manager
- 6000 Monthly Credits
- Parameters
- Custom Regional Configs.
- Scalable and flexible credits
- Dedicated support
Enterprise
Unlimited
custom training and support
LESS per excess credit.
- Everything in business
- Custom configurations
- Full Data Support team.
- Account manager.
- Dedicated servers
- Guaranteed response times
- Guaranteed Uptime
- Custom SLA
From expense management to loyalty rewards
Tabscanner is used by many businesses with a wide range of solutions and use cases. Common solutions include accounting, expense management, loyalty, rewards, market research and many more. Find out how we can help and support you with your next project.
Loyalty Rewards
Software developers need a simple, lightweight OCR solution. To integrate our API in apps for the quickest loyalty program receipt OCR scanning.
Market Research
Expense Management
Receipt OCR News and Education
Read articles about receipt parsing technology. Learn more about our Receipt OCR API and delve deeper into the technology. The API has been made more accessible for 2025. This includes our articles, which are now far more technical. With information you would normally need to search long and hard for online, on sites like Github. This will help software developers gain valuable insights from the leading receipt recognition technology specialists, at Tabscanner.
The Power of TensorFlow and Keras: Driving Tabscanner’s Cutting-Edge OCR Pipeline
At the heart of Tabscanner’s high-performance receipt OCR processing...
Scaling Tabscanner’s OCR Models with Multi-GPU and TPU Architectures
Tabscanner processes millions of receipts daily, which means its...
What our customers have to say about the Tabscanner receipt OCR API
“Tabscanner has provided us with a comprehensive and scalable solution to provide automated data extraction from receipts within our core application. We were able to launch the integration within a number of weeks due to Tabscanner’s simple to use API and quick response times from the support team”
Chris Gregg - CEO Lightyear
“Integrating this OCR API boosted our program’s user engagement. Members love the easy upload process, and we’re seeing increased participation rates.”
James Dunn, Loyalty Analytics Manager, Loyalty Collinson
“The multi-language support is fantastic. Our international team can now submit receipts from anywhere, and the system handles it very well. It’s significantly reduced errors in our expense reports.”
Javier M., Operations Director, Wipro
Integrating Tabscanner OCR enhanced our platform’s functionality. Our users report faster expense tracking and fewer data entry errors. It’s a valuable addition to our ecosystem