OCR for Bank Statements

Q: What is OCR for bank statements?

OCR for bank statements is a technology that automatically extracts transaction data from scanned or digital bank statements, such as PDFs or images. Klippa DocHorizon uses AI-powered OCR to convert statements into structured data, eliminating manual entry and speeding up financial workflows.

Q: What data can be extracted from bank statements using OCR?

OCR for bank statements can extract transaction dates, descriptions, debit and credit amounts, balances, account numbers, currencies, and bank details. Klippa DocHorizon captures structured transaction tables and exports the data in formats like CSV, Excel, or JSON.

Q: How does automated bank statement data extraction work?

Automated bank statement data extraction uses OCR and AI to detect tables, recognize transaction rows, and validate balances. With Klippa DocHorizon, statements are uploaded, processed automatically, validated, and sent to downstream systems without manual intervention.

Q: Can OCR extract data from scanned or image-based bank statements?

Yes. Advanced OCR for bank statements can extract data from scanned PDFs, photos, and image-based statements. Klippa DocHorizon is designed to handle low-quality scans, rotated pages, and complex layouts with high accuracy.

Q: Is OCR for bank statements accurate enough for financial reconciliation?

High-quality OCR solutions can reach up to 99% accuracy for bank statement data extraction. Klippa DocHorizon includes validation checks and balance controls to ensure extracted data is reliable for reconciliation and financial reporting.

Q: Can bank statement OCR handle multiple banks and formats?

Yes. Bank statement OCR tools are built to process statements from different banks, each with unique layouts and formats. Klippa DocHorizon uses AI models rather than fixed templates, allowing it to extract data from domestic and international banks.

Q: Can extracted bank statement data be exported to accounting or ERP systems?

Absolutely. Klippa DocHorizon exports extracted bank statement data to formats like JSON, CSV, or Excel and integrates directly with accounting software, ERP systems, or databases via API or SDK.

Q: What are the benefits of automating bank statement processing with OCR?

Automating bank statement processing reduces manual data entry, improves accuracy, speeds up reconciliation, and lowers operational costs. With Klippa DocHorizon, finance teams can process statements up to 80% faster while improving compliance and audit readiness.

Q: Is bank statement OCR suitable for high-volume processing?

Yes. OCR for bank statements is ideal for high-volume use cases such as fintech onboarding, lending, audits, and accounting services. Klippa DocHorizon is built to scale, processing thousands of statements per day in parallel workflows.

Q: Who should use OCR for bank statements?

OCR for bank statements is widely used by accountants, fintech companies, lenders, auditors, and finance teams. Klippa DocHorizon helps these organizations automate data extraction, improve financial insights, and scale operations without increasing manual workload.

Klippa’s bank statement OCR extracts transactions, balances, and metadata in seconds, automating financial workflows, reconciliation, and fraud detection.

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Data extraction accuracy up to 99%

GDPR-compliant and ISO-certified software

Trusted by 1000+ brands worldwide

BENEFITS

Faster, Smarter, and Secure Bank Statement Processing With Klippa

Klippa’s AI-powered OCR for bank statements automates data extraction and validation from scanned PDFs and images, giving your business accurate, structured financial data in seconds.

Save Time & Reduce Costs

Automate bank statement processing up to 80% faster than manual methods, cutting down hours of repetitive work and reducing operational costs.

Extract Structured Transaction Data

Klippa captures transaction lines, account balances, bank details, and tables – preserving context and ensuring clean data exports.

Eliminate Errors & Improve Accuracy

Reach up to 99% accuracy in data extraction, even from poor-quality scans or diverse layouts, using Klippa’s AI-powered OCR.

Integrate With Your Systems

Export data to Excel, JSON, or CSV and connect Klippa DocHorizon directly to your ERP, accounting software, or internal tools via API connection.

Klippa DocHorizon

Bank Statement OCR Features

Our machine learning technology can automate many bank statement related business processes via our IDP platform, APIs and SDKs.

Bank statement scanning & parsing

Format conversion to structured data

Image to text and JSON with OCR

Bank statement data extraction

Classification of transactions

Validating bank statement data

Financial workflow automation

Digitization of bank statements

How it works

Process Bank Statements in Just a Few Steps

Instantly capture and convert your bank statements into any structured format for easier integration. Always get the best results with automatic edge detection for more accurate processing.

Send Your Bank Statements

Scan your bank statements with our mobile scanning solution or upload them to our platform in any of the following formats:

.jpg, .jpeg, .png, .pdf, .doc, .docx, .xlsx, .heic, .webp, and more.

Extract Data

Choose which data fields you want to extract, such as the account holder’s name, address, account number, or bank branch details.

Receive Formatted Output

Thanks to machine learning, you can have your data in a structured format like JSON, XML, or CSV.

Forward Your Data

After transforming your bank statement data into a structured format, you can then forward it to your software of choice for further processing.

Compatible With Your Favourite Tools

See all of our 50+ integrations.

What Data Fields You Can Capture with Klippa’s Bank Statement OCR

Here are a few examples of data fields you can extract. All fields can be fully customizable to your needs. Need to extract additional fields? Let us know!

Bank statement vendor

Bank BIC code

Bank account number (IBAN)

Bank account holder

Address details

Date range

More Data Fields

Starting balance

Final balance

Total amount credited

Total amount debited

Refunds

…and many more fields!

“Klippa’s OCR is fast, it’s accurate, and also easy to implement. The contact with Klippa was always easy, convenient, and nice.”

With Klippa DocHorizon, Alasco automated bulk invoice conversion from PDF and images into structured JSON, processing multilingual documents with 99% accuracy.

Precise invoice data conversion to JSON

300% faster invoice processing workflow

How Real Estate Software Alasco Automates Invoice Workflows

Discover the case study

✓ Secure
✓ Compliant
✓ Protected
✓ Hosted in EU/US
✓ Trusted

USE CASES

Bank Statement Workflows You Can Automate

With the DocHorizon Platform, you can automate key workflows involving bank statements. Don’t see your use case listed? Our solution is fully customizable to fit your processing needs.

Loan Processing Automation

Automate bank statement analysis.

Proof of Income Verification

Extract salary and income data.

Proof of Address Verification

Verify customer addresses.

Mortgage Application Processing

Automate bank statement data extraction.

Bank Statement Reconciliation

Match statements with internal records.

KYC & Compliance Automation

Validate bank statement data for KYC.

See It For Yourself

How to Implement

Automate Bank Statement Processing With Software

Klippa provides easy integration via our platform, API, or SDK, and broad compatibility with major platforms and tools. Our well-documented solutions guarantee a hassle-free and smooth experience.

Low-Code Platform

Easily create & automate your entire document workflow on one IDP platform.

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API Integration

Connect our document parsing module to your own application(s) via API.

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Mobile Scanning SDK

Employ our SDKs to empower your mobile applications with smart scanning.

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Frequently Asked Questions

What is OCR for bank statements?

What data can be extracted from bank statements using OCR?

How does automated bank statement data extraction work?

Can OCR extract data from scanned or image-based bank statements?

Is OCR for bank statements accurate enough for financial reconciliation?

Who should use OCR for bank statements?

Can extracted bank statement data be exported to accounting or ERP systems?

What are the benefits of automating bank statement processing with OCR?

Is bank statement OCR suitable for high-volume processing?

Can bank statement OCR handle multiple banks and formats?

Precise Data Extraction For Any Financial Document with AI-powered OCR.

Empower your teams with automated document data extraction for any workflow. No more time-wasting on manual tasks.

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Get in touch

We Support a Wide Range of Financial Documents

With Klippa, you can automatically extract and validate data from 20+ financial document types in all Latin languages. Do you have a special request? Don’t hesitate to contact our team.

Invoices

Credit Card Statements

See All Financial Documents