Convert Any Financial Document to JSON
Transform receipts, invoices, bank statements, credit card statements, and paystubs into structured JSON data for machine learning, API integration, analytics, and automation. Get clean, consistent data ready for your workflows - no matter the document type.
0/25 daily conversions used
Start free instantly โข All document types โข No signup required
Privacy First: Your images are never stored - processed instantly and discarded
Why JSON?
Universal Compatibility
Every programming language reads JSON natively - Python, JavaScript, Java, Go, Ruby, PHP
API Standard
REST APIs, webhooks, and microservices all speak JSON - your data fits right in
ML/AI Ready
Load directly into pandas, TensorFlow, or any ML pipeline without parsing
Database Friendly
MongoDB stores it directly. PostgreSQL's JSONB indexes it. Elasticsearch loves it
API-Ready Financial Data
Building a fintech app? Training a fraud detection model? Need clean training data for expense categorization, transaction analysis, or table extraction? We convert messy images and PDFs - receipts, invoices, statements, credit card summaries, and table snapshots - into structured JSON with consistent field names. No more regex parsing of PDF text. No more manual labeling of 10,000 documents. Upload any supported financial document, get back objects with merchant, account, transactions, items, tax, date, and more - ready for pandas DataFrames or MongoDB inserts. Data engineers use this to populate databases. ML researchers use it to build classification datasets.
Developer Benefits
Consistent Schema
Every document type returns a predictable JSON structure - merchant, account, transactions, items, totals, dates. No surprise fields or format changes.
Batch Processing
Upload 50 receipts, invoices, statements, or table images - get 50 JSON files. Perfect for ETL jobs or nightly data imports.
Training Data Generation
Building an OCR model? Use our output as ground-truth labels for your training set, across all supported document types.
Use Cases
- Startups: Prototype expense tracking, statement analysis, or table extraction MVPs without building OCR from scratch
- Researchers: Analyze spending patterns, transaction flows, or tabular data across 1000s of anonymized documents
- Enterprises: Feed invoice, statement, or table data into SAP, Oracle, or custom ERP systems via API
- Data Teams: Populate data lakes with structured metadata from receipts, statements, invoices, and tables
JSON Output Example
{
"document_type": "Bank Statement",
"account_holder": "Jane Doe",
"account_number": "123456789",
"statement_period": "2025-11-01 to 2025-11-30",
"transactions": [
{
"date": "2025-11-02",
"description": "Deposit",
"amount": 1000.00,
"balance": 2000.00
},
{
"date": "2025-11-05",
"description": "Grocery Store",
"amount": -54.23,
"balance": 1945.77
}
],
"currency": "USD"
}From Financial Document to Structured JSON
Machine-readable data in seconds
Upload financial document
Get structured JSON data
{
"sender_name": "Andrews, Kirby and Valdez",
"sender_address": "58861 Gonzalez Prairie, Lake Daniellefurt, IN 57228",
"sender_vat": "GB75MCRL06841367619257",
"receiver_name": "Becker Ltd",
"receiver_address": "8012 Stewart Summit Apt. 455, North Douglas, AZ 95355",
"receiver_vat": "942-80-0517",
"invoice_number": "51109338",
"issue_date": "2013-04-13",
"due_date": null,
"items": [
{
"Description": "Dell Desktop Computer PC",
"Quantity": 3,
"Unit_Price": 209.0,
"Subtotal": 627.0,
"VAT_Rate": 10
},
{
"Description": "HP T520 Thin Client",
"Quantity": 5,
"Unit_Price": 37.75,
"Subtotal": 188.75,
"VAT_Rate": 10
},
{
"Description": "Gaming PC Desktop",
"Quantity": 1,
"Unit_Price": 400.0,
"Subtotal": 400.0,
"VAT_Rate": 10
},
{
"Description": "12-Core Gaming PC Tower",
"Quantity": 3,
"Unit_Price": 464.89,
"Subtotal": 1394.67,
"VAT_Rate": 10
},
{
"Description": "Dell Optiplex 9020 MT",
"Quantity": 5,
"Unit_Price": 221.99,
"Subtotal": 1109.95,
"VAT_Rate": 10
},
{
"Description": "Dell Optiplex 990 MT",
"Quantity": 4,
"Unit_Price": 269.95,
"Subtotal": 1079.8,
"VAT_Rate": 10
},
{
"Description": "Dell Core 2 Duo Desktop",
"Quantity": 5,
"Unit_Price": 168.0,
"Subtotal": 840.0,
"VAT_Rate": 10
}
],
"subtotal": 5640.17,
"vat_total": 564.02,
"taxes": [{"name": "VAT 10%", "amount": 564.02}],
"grand_total": 6204.19,
"currency": "$"
}Choose Your Plan
Start free and upgrade when you need more power. All plans include all document types and export formats.
Free
Perfect for occasional use. No account needed.
- 10 conversions per day
- Receipts, invoices, bank & credit card statements, paystubs, table images
- Scanned PDFs, text PDFs, multi-page PDFs, JPG, PNG, HEIC, WebP & more
- Export to Excel, CSV, Word, PDF, XML, JSON
- Privacy first: files & output are never stored
Free+
Free forever
Double your daily limit with a free account.
- 20 conversions per day
- Everything in Free
Premium
Billed monthly
For power users who need maximum conversions.
- Unlimited conversions
- Enhanced AI model for better accuracy
- Priority processing
- Priority email support
- Everything in Free+
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