OCR cleanup and legacy text conversion for scanned books and documents
Scanned books, old PDFs and legacy files often contain OCR errors, broken line endings, wrong characters, inconsistent spacing and damaged formatting. TextWorks helps clean OCR output and prepare usable text for editing, formatting, EPUB conversion or reprinting.
OCR Cleanup Services
OCR cleanup begins with a review of scan quality, language, page condition, fonts, tables, images and the expected output. Some scans need light correction, while older or low-resolution pages may require deeper manual cleanup. We can help convert scanned content into Word, clean text, formatted pages or print-ready layouts depending on the project.
Common OCR problems include missing letters, incorrect punctuation, broken paragraphs, hyphenation errors, page header contamination, mixed columns, wrongly recognized numbers and table distortion. Our workflow focuses on readable, structured and editable output rather than blindly accepting machine-converted text.
OCR cleanup is especially useful for backlist conversion, out-of-print books, academic material, directories, manuals and reference documents. After cleanup, the text can move into book formatting, typesetting, EPUB conversion or archive-friendly delivery.
Typical deliverables
- OCR text correction and cleanup
- Scanned PDF to editable Word where suitable
- Paragraph, heading and line-break cleanup
- Table and reference cleanup where agreed
- Formatting or EPUB preparation after OCR
How the work starts
- Share sample scan or PDF
- Review quality and estimate effort
- Approve sample cleanup if suitable
- Receive cleaned editable or formatted files
Questions about OCR Cleanup Services
Can you clean OCR from scanned books?
Yes. Send a sample scan so we can review quality, complexity and expected correction effort.
Can OCR cleanup be 100% automatic?
No. Automatic OCR often needs manual review and cleanup, especially for older scans, tables and damaged pages.
Can you format the book after cleanup?
Yes. OCR cleanup can be followed by book formatting, typesetting or EPUB conversion.
Ready to discuss OCR Cleanup Services?
Share a manuscript sample, scanned page or production brief and TextWorks will review scope, timeline and pricing.
Request Formatting Quote