Extract Data from Any Document Type with AI-Powered Custom Extraction
The intelligent document processing platform that adapts to you. Start instantly with our AI Schema Generator to create custom parsers for unique document types in seconds. Parse contracts, forms, certificates, and any specialized document with 99% accuracy.
- Pre-Built Models + AI Customization
- 100+ Languages Supported
- Secure document processing

Stop Wrestling with Unique Document Formats. Start Automating.
Everything You Need to Parse Any Document Type
From standard business forms to highly specialized documents, Suparse provides the flexibility, accuracy, and integration capabilities you need.
Universal Document Understanding
- Automatic file splitting: Multiple documents in single PDF files? Let AI handle it for you. No manual splitting required.
- AI-Assisted Template Generation: Simply upload a few samples and our AI learns your document structure automatically. No manual configuration required.
- Zero-Shot Parsing: Handle completely new document types instantly without prior training - create extraction template with AI help.
- Sophisticated Table Detection: Extract data from complex tables, multi-column layouts, and nested structures with line-by-line precision.
- Multilingual Processing: Parse documents in Chinese, Arabic, Cyrillic, Japanese, and 100+ languages with locale-aware formatting.
- Extend Standard Models: Start with our pre-trained models (e.g., Invoice, Bank Statement) and add custom fields specific to your business (e.g., 'Project Code' or 'gl_account').
Fully Customizable Extraction
- Unlimited Field Definitions: Add any field you need - text, numbers, dates, checkboxes, tables, and more.
- Customizable Data Types: Define exactly how you want your data. Force dates to
YYYY-MM-DD, normalize currencies, or enforce specific drop-down options for extracted fields. - Configurable Validation Rules: Set up automated quality controls with totals checks and mandatory field enforcement.
- Pre-Built Models: Get started instantly with our pre-trained models for common documents, or use AI to generate a schema for any unique document type.
- Custom Field Mapping: Map extracted data exactly to your downstream system requirements with flexible field naming and nesting.
- Human in the loop: Review and amend the results with easy user interface.
Collaborative Processing Workflow
- Human-in-the-Loop Verification: Easily review, correct, and validate extraction results before export with an intuitive interface.
- Team Collaboration: Add team members, assign roles, and work together on document processing with granular permissions.
- Bulk Processing: Upload hundreds of documents at once and export unified data to Excel, CSV, or JSON formats.
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
- Define custom template with AI help - one time set-up
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
Built for Unique Document Challenges Across Every Industry
See how organizations transform their document workflows with custom parsing.
Legal & Contracts
Insurance & Claims
Healthcare Administration
Real Estate & Mortgage
Financial Services
Manufacturing & Logistics
Try our platform
Upload your time-consuming document and see how the AI will generate an extraction schema in seconds and then extract the needed data to Excel.
Start Free Trial (50 Pages)Frequently Asked Questions About Custom Document Parsing
What types of documents can Suparse parse?
Suparse can parse virtually any document type, including contracts, certificates, permits, technical forms, medical records, insurance claims, real estate documents, government forms, and more. Start with our pre-trained models for common documents, or use AI to generate a custom schema for any unique document type.
Can I modify the pre-trained models for my specific needs?
Yes! You can start with any of our pre-trained models (like Invoice or Bank Statement) and extend them by adding custom fields specific to your business-such as 'Project Code', 'gl_account', or 'Cost Center'. Simply use our schema editor to modify existing models or create entirely new ones with AI assistance.
How does custom parsing fit into the platform?
Custom document parsing is a core part of our platform for handling unique document types. You can extend pre-trained models or create entirely new extraction schemas with our AI Schema Generator, all within the same unified workspace.
How do I create a schema for a unique document type?
Use our AI Schema Generation feature-upload a sample of your document (e.g., a specialized contract or form), and our AI analyzes the layout and suggests a reusable schema with validation rules in seconds. No manual box-drawing required. You can then refine the suggested fields to match your exact requirements.
How does Suparse handle documents in different languages?
Suparse supports over 100 languages including Chinese, Arabic, Cyrillic, Japanese, and all Latin-based scripts. Our multilingual OCR and NLP automatically detect language and locale, ensuring accurate extraction regardless of the document's origin.
How accurate is the extraction?
Suparse achieves over 99% accuracy for key fields. Our AI combines advanced OCR with semantic understanding, and configurable validation rules ensure data quality. The human-in-the-loop workflow lets you verify results, providing an additional layer of accuracy assurance.
Is my data secure and compliant?
All data is encrypted during transmission and at rest. Your data is not used to train AI models.
Can I integrate custom parsing into my existing systems?
Yes. We provide a comprehensive REST API with detailed documentation, allowing you to integrate document parsing directly into your applications, workflows, or ERP systems. We also support email import, webhook notifications, and direct system connections.
How does the human verification workflow work?
After documents are processed, you can review extraction results in our intuitive interface. Verify, correct, or validate data before export. Assign team members to specific document types, add comments, and maintain full audit trails for compliance and quality assurance.
What export formats are available?
Export your extracted data in Excel (.xlsx), CSV, or JSON formats. You can also process hundreds of documents and export unified data to a single file. Our API returns structured data with document status, unique identifiers, general fields, and repeated fields for easy integration.