The Smarter Way to Extract Data From Bank Checks: From Any Check to Structured Data in Seconds.
The definitive solution for banks, credit unions, accounting firms, and businesses who need to convert bank checks into validated, structured data at scale with exceptional accuracy.
- Ready extraction schema that you can adjust to your needs
- 100+ Languages Supported
- Secure document processing

Eliminate Manual Check Processing and Unlock Your Team's Productivity.
Comprehensive Check Extraction Built for Financial Precision
Our platform is engineered for bank checks, capturing every essential field with the accuracy your financial operations demand.
Complete MICR & Check Field Extraction
- MICR Line Recognition: Automatically extract routing numbers, account numbers, and check numbers from magnetic ink character recognition lines with precision.
- Amount Capture: Read both numeric amounts and written amounts.
- Payee & Drawer Information: Extract payee names, drawer names and addresses, and memo fields from both printed and handwritten text.
Advanced OCR for All Documents
- Handwriting Recognition: Our AI reads handwritten payee names, amounts, and memos with high accuracy.
- Image Enhancement: Automatically corrects for skew, blur, poor lighting, and low resolution to maximize extraction accuracy.
- Multi-Bank Support: Handles checks from thousands of banks worldwide with varying layouts, currencies, and formats.
Seamless Workflow Integration
- Export to Any Format: Download extracted data as Excel (.xlsx), CSV, or JSON ready for your accounting systems or core banking platform.
- API Integration: Comprehensive REST API for automated check processing in your applications, check scanning systems, or workflows. Beyond bank checks, we support a complete range of financial documents. Our bank statement to Excel converter handles account statements, and our platform integrates seamlessly with bookkeeping and accounting automation workflows.
- Bulk Processing: Process hundreds or thousands of checks at once with our bulk upload feature or automate entirely via API.
- Human-in-the-Loop Verification: Easily review and correct extraction results with our intuitive interface before final export.
How It Works
From raw documents to structured data in four simple steps - all performed automatically by default, with human in the loop when you need it.
Template
- Use predefined template - no setup
- Adjust predefined template - add or remove fields as needed
Process
- Automatic split of multi-document filesHITL
- Auto-assign extraction templates to documentsHITL
Extract and Verify
- Extraction runs automatically, multiple files in parallel
- Review results and validation outcomes, update in place if neededHITL
Export and Use
- Export as Excel, CSV, or JSON
- Unified export (your documents to single Excel file) or as separate files
Ready to Transform Your Check Processing Workflow?
Sign up in 30 seconds and experience the most accurate bank check OCR available. Process 50 checks free, no credit card required.
Start Extracting Checks for FreeFrequently Asked Questions About Bank Check OCR
What data fields can Suparse extract from bank checks?
Suparse extracts comprehensive data from bank checks including: MICR line information (routing number, account number, check number), payment amounts (both numeric and written), dates, payee names, drawer names and addresses, bank names, memo fields, and signature detection. All data is validated for accuracy and consistency.
How accurate is the check extraction, especially for MICR lines?
Our system achieves 99% accuracy on MICR line fields and amounts, which are the most critical for financial processing. We use specialized OCR models trained specifically on bank checks, with additional validation checks to ensure routing and account numbers follow correct formatting patterns.
Can Suparse read handwritten information on checks?
Yes. Our advanced handwriting recognition capabilities can read handwritten payee names, amounts in words, and memo fields.
Do I need to create templates for different bank check formats?
No, you don't need to create them from scratch. We provide a pre-built model for bank checks that works instantly. However, unlike rigid solutions, Suparse allows you to modify and extend this model if you need to capture custom fields specific to your requirements.
Is my check data secure and compliant with banking regulations?
Absolutely. We use enterprise-grade encryption for all data in transit and at rest. Our platform is designed following enterprise-level security standards. We never train models on customer data, and you can permanently delete your documents at any time with our user-managed retention policies.
Can I process checks in bulk?
Yes. Our platform supports bulk processing of hundreds or thousands of checks at once. You can drag and drop multiple check images into our web app, or use our API to build automated high-volume processing workflows. All checks can be exported to a single unified Excel, CSV, or JSON file.
What image formats are supported for check processing?
We accept checks in PDF, PNG, and JPEG formats. This includes scanned checks, photos taken with mobile devices, and digital check images. Our image enhancement automatically corrects common quality issues like skew, blur, and poor lighting.
Does Suparse support checks from international banks?
Yes. Our platform supports checks from banks worldwide, with multilingual recognition for over 100 languages including Chinese, Arabic, Cyrillic, Japanese, and all Latin-based alphabets. We automatically recognize and standardize different currency formats and date conventions.
What other financial documents does Suparse support?
Beyond bank checks, we support a complete range of financial documents including bank statements, invoices, receipts, tax forms, and more. All documents can be processed through the same unified platform with our pre-trained models or custom schemas.