Digitizing bank statements into structured data

21 Jun 2026·Mahad OCR·3 min read

Bank statements are dense, multi-page, and every bank formats them differently. Reading them by hand for a loan application or reconciliation is painful. An OCR API turns a statement into structured transaction data automatically.

What you get back

• Account holder, account number and statement period (where present).
• A list of transactions: date, description and amount.
• Multi-page PDFs parsed page by page and merged into one result.

Where it's used

• Lending: assess income and spending from real statements.
• Accounting: import transactions without manual entry.
• Reconciliation: match statement lines to your ledger.

Mahad OCR accepts PDFs and images, reads any bank's layout via AI vision, and returns line items you can feed straight into your system.

curl -X POST https://api.mahadocr.com/v1/documents/upload \
  -H "X-MahadDoc-API-Key: YOUR_KEY" \
  -F "file=@document.jpg"

# poll the result
curl https://api.mahadocr.com/v1/documents/DOC_xxx \
  -H "X-MahadDoc-API-Key: YOUR_KEY"