Extract invoice and receipt fields with OCR review

Invoice and receipt OCR turns visible fields and line items into reviewable structured data. It does not validate the transaction, so compare the supplier, date, invoice number, tax, total, currency, and every line item with the source before accounting use.

HeaderSupplier · Date · ReferenceValuesLines · Tax · Currency · Total

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Recognition settings

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Invoice beside reviewed supplier date total and line-item fields

Separate recognition from financial validation

The recognizer proposes fields from the visible page. The review step exposes those values and keeps arithmetic and source comparison as explicit human decisions.

  • Match the supplier and reference number to the document header.
  • Confirm currency, decimal marks, minus signs, tax, and total.
  • Recalculate line items independently when the values will enter accounts.

Extract invoice fields without confusing recognition with approval

Use this tool when the field relationships and amounts matter more than a plain transcription. The tool proposes structured values from the page, but it cannot decide whether a charge is legitimate, coded correctly, or paid.

Document identity
Supplier, date, reference, currency
Transaction detail
Description, quantity, unit price, line amount
Arithmetic review
Discount, tax, subtotal, total

Check the fields that can change a financial record

Small punctuation carries financial meaning. A missing decimal, minus sign, or currency code can matter more than a misspelled description.

Invoice OCR review priorities
Field groupCommon recognition riskRequired check
Reference and dateSimilar digits or reordered datesCompare with the header
Line amountsLost decimals and shifted columnsRecalculate from quantity and price
Tax and totalWrong sign, rate, or currencyCheck the source and arithmetic

Prepare the receipt or invoice for structured extraction

Include the complete header

Supplier, date, reference, and currency often sit outside the line-item grid.

Protect decimal marks

Avoid thresholding that removes small periods or joins commas to nearby digits.

Keep discounts and negatives

Parentheses and minus signs can reverse the meaning of a value.

Recalculate outside OCR

Use the extracted data as a draft, then independently check arithmetic and business rules.

Preserve source currency

Do not normalize symbols or convert currencies during extraction because the reviewed record should reflect exactly what the document displays.

Use structured invoice OCR only with a verification step

Follow A Field-First OCR Workflow for Receipts, Invoices, and Tables for a field-first check.

For field validation and table decisions, use the invoice and table OCR workflow guides.

Best for

Printed invoices, itemized receipts, and clear purchasing documents.

Not designed for

Approving expenses, detecting fraud, validating suppliers, or providing tax advice.

Review first

Supplier, date, reference, currency, line quantities, unit prices, tax, and total.

Invoice and receipt OCR questions

Can it process long receipts?

Use a sharp full-length scan or overlapping square captures. A distant photo often makes individual characters too small. Improve the capture first.

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