Machine Translation Services | AI-Powered MT with Human Post-Editing (MTPE)

Adverbum International delivers scalable machine translation with expert human post-editing (MTPE). Fast, reliable solutions for high-volume multilingual content.

Machine Translation Services

When speed and scale matter, machine translation delivers  – when backed by expert human oversight. At Adverbum International, we combine dependable machine translation with professional post-editing (MTPE) to ensure quality and clarity. The result? Fast, cost-effective multilingual content without – with zero loss of tone or precision.

What We Offer

  • Neural Machine Translation (NMT) for large volumes of multilingual content
  • Human Post-Editing (MTPE) to correct grammar, meaning, and style
  • Light Post-Editing for internal or low-visibility content
  • Full Post-Editing for external, branded or compliance-sensitive materials
  • Terminology + TM Integration to align with your message and language preferences

Our workflows reduce turnaround times – without compromising quality.

Our MTPE Workflow

  1. File Analysis & Suitability Check – We assess your content and advise on MT suitability
  2. NMT Output – Using your engine or our in-house systems
  3. Human Post-Editing – Light or full, based on your use case
  4. QA Review + Terminology Checks – For compliance, clarity and consistency
  5. Final Delivery – Ready for DTP, digital platforms, or publication

We manage MT workflows through our Plunet platform and fully integrated CAT tools.

Use Cases for MT + Post-Editing

  • Technical manuals and user guides
  • Internal documentation and training materials
  • FAQs, help centre articles, and support pages
  • Compliance updates and regulatory content
  • RFPs, legal drafts, and high-volume document sets

We’ll advise whether raw MT, light post-editing, or full review is the best fit.

Quality Standards & Compliance

  • High-quality post-editing by native linguists
  • Post-editors with subject-matter expertise
  • Full integration of your TMs and terminology guides
  • GDPR-compliant processing and confidentiality
  • Optional pre-launch assessment of MT output quality

We tailor every workflow to your priorities – whether cost, speed, or accuracy.

Table of Contents

Frequently Asked Questions

Machine Translation Post-Editing (MTPE) means editing machine-translated output to ensure clarity, accuracy, and consistency.
Light is best for internal content; full is ideal for anything published or externally shared.
Yes. We offer post-editing as a standalone service.
Always both. Machine translation speeds things up – human editors ensure quality.
Scale your translation—without sacrificing quality.

Choose Adverbum International for machine translation with expert post-editing that ensures your message remains clear, accurate, and fit for purpose.

Our Services