Why CAT Tools Break PDF Tables and Multi-Column Layouts
Learn why CAT tools scramble PDF tables and columns, how to check reading order before translation, and when OCR, document repair, or layout review is needed.
Translation tips, AI insights & freelance guides
Learn why CAT tools scramble PDF tables and columns, how to check reading order before translation, and when OCR, document repair, or layout review is needed.
Learn when to translate, describe, or reproduce stamps and seals, how to mark illegible text, and what receiving authorities may require.
Compare Word, Google Drive, Acrobat, ABBYY and OCR-based translation workflows for scanned PDFs, with practical checks for layout, accuracy and translation readiness.
Learn why Trados and memoQ struggle with image-only PDFs, how to diagnose missing text, and how agencies prepare OCR output for CAT tools.
Should your agency charge separately for scanned-document DTP? Learn how to scope OCR, file preparation, reconstruction, QA, and client quotes.
A scanned PDF may have no selectable text for a word counter to count. Learn how to use OCR, check the result, and quote the work transparently.
Why fixing meaning matters more than perfect grammar in MTPE. Learn MQM error prioritization, light vs full post-editing, and what clients actually need.
What adaptive machine translation is, how it differs from standard MT, when it genuinely saves time and money, and when it doesn't - with real tools, concrete numbers, and honest limitations.
MTPE delivers 50-140% productivity gains, but not for everything. We breakdown which content types actually reduce editing time and which should stay human-translated.
Master bilingual review workflows for MTPE quality control. Learn error detection techniques, tools, and proven strategies to catch MT flaws that look fluent.
Learn which documents, content types, and translation scenarios are unsuitable for machine translation. A guide for professionals on MT limitations and when to use human review.
Complete guide to building domain-specific MT engines: cost breakdown ($5K-$50K), training data requirements, timeline, and when to fine-tune vs build from scratch.