What is cheque data extraction?
A cheque is a written, dated, and signed document that instructs a bank to pay a specific amount of money from one account to another. Despite the rise of digital payments, cheques remain widely used in business transactions, payroll, real estate, and government payments across many regions.
Manually processing cheques is time-consuming and error-prone. Operators must read and re-enter details like payee names, amounts, and dates into accounting or banking systems, creating bottlenecks and increasing the risk of costly mistakes.
Cheque data extraction uses AI and OCR technology to automatically read and capture the key fields from a cheque image or scan. This eliminates manual data entry, speeds up payment processing, and ensures your financial records stay accurate and up to date.
Parseur's AI-powered parser can handle cheques in any format or layout, making it easy to integrate cheque data into your accounting software, ERP, or banking workflows.
How to extract data from cheques?
Set up your AI parser within minutes in 3 simple steps.
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1. Upload your cheque
Send scanned cheque images or PDFs to Parseur via email, direct upload, or API.
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2. AI extracts your cheque data
Parseur's AI automatically reads each cheque and captures payee names, amounts, dates, account numbers, and more.
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3. Export cheque data automatically
Push the extracted cheque data to your accounting software, ERP, spreadsheet, or any downstream system via 100+ integrations.
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What fields can Parseur extract from cheques?
Below is a list of the most commonly extracted fields from cheques. With Parseur, you have the flexibility to customize this list by adding, renaming, or removing fields as needed.
Parseur is designed to support data extraction from cheques in any language and format.
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Sample value
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Text (multi-lines)
SerialNumber
The unique serial number printed on the cheque.
668
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Date
Date
The date written on the cheque.
2026-07-14
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Text (multi-lines)
AccountNumber
The payer's bank account number.
0012345678
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Text (multi-lines)
TransitNumber
The bank transit number identifying the branch.
83
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Person's name
FinancialInstitution
The name of the financial institution or bank issuing the cheque.
National City Bank
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Person's name
Order
The name of the person or organization the cheque is payable to.
Acme Corporation
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Number
AmountOfOrder
The monetary amount of the cheque.
2500
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Text (multi-lines)
AuthorizedSignature
Indicator of whether an authorized signature is present on the cheque.
Present

Why choose Parseur for cheque data extraction?
Parseur puts your cheque processing workflows on autopilot, so your team can focus on higher-value financial tasks.
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Reduced Processing Time
Process large batches of cheques in minutes instead of hours, speeding up payment reconciliation and reducing backlogs.
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Increased Accuracy
Eliminate transcription errors that arise from manual data entry, ensuring your payment records and account balances are always correct.
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Cost Savings
Lower operational costs through automation of manual data entry tasks and reduce the need for additional staffing, even during peak periods.
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Enhanced Data Security
Trust Parseur to protect your sensitive information with robust data security measures.
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