BANK_STATEMENT_TO_JSON
Convert bank statements to structured JSON
Extract bank statement PDFs into JSON your lending, bookkeeping, audit, or reconciliation workflow can review and send downstream.
{
"document_type": "bank_statement",
"bank_name": "Northstar Bank",
"account_last4": "4821",
"statement_period": "2026-04-01 to 2026-04-30",
"transactions": [
{
"date": "2026-04-03",
"description": "ACH CREDIT PAYROLL",
"credit": 4200.0,
"balance": 22620.25
}
]
}FIELD_SCHEMA
JSON fields for transaction automation
The converter returns account-level metadata and transaction arrays so every date, description, debit, credit, and balance can be validated before API or file export.
Account object
Transaction array
Balance fields
Handles statements that create brittle JSON
Transactions that continue across PDF page breaks
Debit and credit columns that generic parsers flatten
Scanned statements with low-contrast tables or stamps
Multiple account periods mixed into one uploaded file
From bank PDF to reviewed JSON
Upload a bank statement PDF, scan, or image
Extract account metadata and transaction arrays
Review JSON fields and low-confidence rows
Download JSON or send structured data through the API
RELATED_PARSERS
FAQ
Common questions
Can I convert PDF bank statements to JSON?
Yes. PDF2TEXT extracts account fields and transaction arrays from digital or scanned statements into reviewed JSON.
Does the JSON include transaction rows?
Yes. The JSON output includes dates, descriptions, debits, credits, balances, and account metadata.
Can I automate bank statement JSON extraction?
Yes. Use reviewed exports in the workstation or connect the same structured workflow through the API.
Turn bank statement PDFs into JSON data
Extract bank statement PDFs into JSON your lending, bookkeeping, audit, or reconciliation workflow can review and send downstream.