Guide
How to Extract Data from a Bank Statement
Manually typing data off bank statements is repetitive and error-prone. This workflow turns a supported bank statement into reviewable, structured data for lenders, underwriters, and accountants.
The 4-step method
- 1
Upload your bank statement
Choose a supported PDF or image of the bank statement. Clear, complete source files generally make review easier.
- 2
Let the AI structure it
The parser identifies configured bank statement fields and prepares structured output. Processing time varies with file length, format, and image quality.
- 3
Review the extracted fields
Compare low-confidence values with the source document. Tax, legal, medical, and financial fields should be verified before use.
- 4
Export the reviewed data
Download the reviewed result as JSON, CSV, or Excel, copy it to your clipboard, or retrieve it through the API.
What gets extracted
- ✓Account holder & bank name
- ✓Statement period
- ✓Opening & closing balance
- ✓Every transaction (date, description, amount)
- ✓Total deposits & withdrawals
Manual entry vs. AI extraction
| Manual typing | Statement OCR | |
|---|---|---|
| Processing | Field-by-field re-keying | Automated first pass; time varies by file |
| Quality control | Manual proofreading | Per-field confidence signals + human review |
| Scales to volume | Add headcount | Batch + API |
| Output | Manual spreadsheet | JSON, CSV, Excel |
FAQ
How do I extract data from a bank statement?
Upload a supported bank statement file to Statement OCR, review the structured fields and confidence signals, then export the checked result as JSON, CSV, or Excel.
Do I need to build a template or train a model?
No document template is required for the first extraction. Layout and image quality still affect results, so test a representative file before adopting the workflow.
Can I extract data from a scanned or photographed bank statement?
Supported scans and clear phone photos can be processed. Image quality affects the result, and confidence signals identify fields that may need a manual check.
How do I extract data from many bank statements at once?
Paid plans offer batch and API workflows. Start with representative files, define review thresholds, and verify the output before scaling volume.
Is my bank statement data secure?
Documents are processed and discarded — files are not retained after extraction. The extracted data lives in your account until you delete it.