Free report: OCR for translation

Two pages on turning scanned PDFs and images into clean, editable files: the OCR process step by step, where AI helps, and what translation tools need. Updated November 2026.

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Free report · Updated November 2026

What's inside the report

A two-page brief on what happens before a scanned or non-editable document can be translated. It walks through the OCR process step by step, shows where AI now helps and where a DTP specialist is still needed, and lists what makes a converted file work well with translation tools.

  • 2 pages, PDF
  • English, Italian, German, Spanish, Catalan
  • Updated November 2026
  1. What OCR does

    How non-editable PDFs, JPGs and TIFFs become editable files ready for translation.

  2. Structure matters

    Headers and footers, generated tables of contents, automatic lists and custom styles that must survive conversion.

  3. Ready for translation tools

    Editable text, consistent segments and no unnecessary formatting tags or gaps.

  4. The process in three steps

    Detecting areas, checking recognised text and rebuilding the formatting in Word.

  5. AI and the human touch

    Where AI reliably catches spelling, number and character errors, and why layout still needs a DTP professional.

  6. When to retype

    Why a hard-to-read source is often faster to type from scratch than to correct after OCR.

Who it's for

Technical documentation, marketing and procurement teams who only have a scanned or exported PDF of a document they need translated.

It is most useful when the original native files are lost, came from a supplier, or exist only as print scans.

Good to know

  • A PDF with live text can usually be converted directly, while a scanned PDF or image needs OCR before translation tools can read it.
  • The cleaner the converted file, the more of your translation memory can be reused, because sentences are split the same way every time.
  • Rebuilding the original layout is the longest step, so planning for it early keeps delivery dates realistic.
  • Native source files, when you can find them, are always better than any conversion.

Frequently asked questions

Can a scanned PDF be translated?

Yes, but it first has to be converted into editable text with OCR. The result is then checked for recognition errors and formatted so that translation tools can split it into consistent segments.

How accurate is OCR?

On a clean, well-scanned document, OCR gives a good basis that needs proofreading. On faded, handwritten or low-resolution pages, errors multiply, and retyping the text is often quicker and more reliable.

Why not translate the PDF directly?

Translation tools need editable text with a clean structure. A PDF converted without preparation brings broken sentences and stray formatting into the translation, which costs time in every language and makes the translation memory less reusable.

Will the translated document look like the original?

It can, but rebuilding the layout is a separate step. Fonts, images, tables and page breaks are recreated by a DTP specialist, either in Word or in a layout application, before or after translation.

Related reading

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