Which Content Types Should Never Go Through Machine Translation
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.
Translation Blog
Translation tips, AI insights & freelance guides
How to Build a Custom Machine Translation Engine for a Specific Client
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.
Training Custom MT on Your Translation Memories: A Practical Guide
Step-by-step guide to building a custom machine translation engine using translation memory. Learn data requirements, costs, platforms, and ROI for agencies.
How to Enforce Terminology in Machine Translation Post-Editing
Practical guide: set up glossaries, integrate termbases into CAT tools, and eliminate terminology errors in MTPE. Compare approaches, tools, and ROI.
How Machine Translation Destroys Formatting and How to Prevent It
Why MT mangles document structure, and 3 proven methods professionals use to keep tables, fonts, and images intact during translation.
How to Explain MTPE Pricing to Clients Who Expect Discounts
Client wants 50% off because 'it's just AI'? Learn how to justify MTPE pricing, handle discount pushback, and position machine translation post-editing as value - not a budget cut.
How to Hire Post-Editors: Skills That Differ From Translators
A guide for project managers: how post-editors differ from translators, where to find them, and how to verify their skills before hiring.
How to Write a Post-Editing Brief Your Editors Will Actually Follow
The 7 components of a post-editing brief that translators actually follow - with error priority frameworks, glossary rules, and the decision logic section most PMs skip.
How to Integrate Machine Translation into Your CAT Tool Pipeline
Step-by-step guide to connect MT engines in Trados, memoQ, Phrase, and Smartcat. Compare integration options, boost MTPE efficiency by 2-3x, and implement quality controls.
Light post-editing scope: what to fix and what to leave
The practical guide to light MTPE: error categories to fix, mistakes to ignore, cost savings vs quality trade-offs, and how to brief editors for speed without sabotaging output.
Machine translation for marketing: why MTPE often fails
Why machine translation post-editing fails for marketing copy. When to use MTPE, transcreation, and human translation for brand messaging.
How to Manage Post-Editor Burnout on High-Volume MT Projects
61% of editors find post-editing mind-numbing. A practical guide to workload management, QA automation, and choosing the right workflow for your team.