Unlock Faster, Smarter Legal Translation with AI & Machine Translation
24 September, 2025 • Aplomb Translations
Seeking to reduce costs, speed up turnaround, and maintain impeccable quality? Aplomb’s bespoke Machine Translation Post-Editing (MTPE) workflow delivers exactly that. We bring together secure enterprise MT, subject-expert linguists, and rigorous verification to produce trusted results.
Why choose MTPE?
- Dramatically lower costs: MT does the bulk of the work; our subject-expert post-editors focus on errors and inconsistencies. This is ideal for legal documents where high-value human oversight is essential.
- Enhance legal accuracy: We manage glossaries and legal terminology in professional CAT tools so the final translation is consistent and compliant. Plus these can be reused for future matters.
- Faster delivery for large volumes: MT handles scale; post-editors fine-tune the result to provide a perfect solution for discovery, case files, or contracts.
- Repetition for future-proofing: Create reusable forms, contracts, T&Cs, and brand guidelines for international consistency across languages.
How Aplomb’s bespoke MTPE outperforms the competition
- World’s top Subject-Expert Linguists
- Linguistic Verification Technicians
- Secure Enterprise Machine Translation Engines
- Subject-appropriate MT
- Bespoke Terminology & Brand Management
- Verification of Translations
- Verified Translation Processes
- Certified Full MTPE process
- Bespoke Live Legal Translation Management
Our unique process, in brief
- You supply editable Word files.
- We assemble the right experts. We identify our best linguists to manage the MT & AI processes for your project.
- Secure file prep in CAT. Our linguistic technicians prepare your files inside a linguist-managed CAT environment using secure enterprise MT engines.
• The secure MT engines we use are geographically ring-fenced to ensure data is never shared.
• Your data is not used for training these enterprise-level MT engines. - Accuracy & consistency at scale. We apply subject-specific glossaries, translation memories, and repetition checks to ensure precise terminology and consistency.
• Terminology management packages can be created and reused for ongoing projects.
• Brand management packages ensure global consistency and brand safeguarding across languages.
• We can verify legacy translations, terminology, and brand across languages using your existing assets.
• Style packages can be created from your legacy documents and video. - Expert post-editing by legal linguists. We offer Light and Full MTPE options to suit the purpose and risk profile of each document.
Light MTPE vs Full MTPE
| Feature | Light MTPE | Full MTPE |
|---|---|---|
| File format | Editable text formats | Editable text formats |
| Goal | Make text understandable & factually correct | Deliver human-quality, polished translation |
| Edits made | Only major errors (meaning, omissions, critical grammar) | Every error corrected (grammar, style, fluency, consistency) |
| Terminology | Limited focus; key terms only | Checked against approved resources for full consistency |
| Style & fluency | May feel mechanical or “off” | Reads naturally, like a professional human translation |
| Formatting | Not prioritised | Ensured and verified |
| Turnaround | Faster | Slower (more thorough) |
| Cost | Lower | Higher |
| Best for | Internal use, research docs, bulk reviews | Court-ready contracts, client-facing materials, certified translations |
What is “Live Legal Translation Management”?
Aplomb’s secret weapon: our bespoke Live Legal Translation Management. Subject-expert legal linguists manage the translation live, inside CAT tools with bespoke AI workflows and secure MT to craft a better translation line by line, while leveraging repetitions to increase speed. The result is faster, more affordable, and more accurate. This is ideal for firms balancing tight deadlines and budgets.
Security and confidentiality you can rely on
- Enterprise MT engines are geographically ring-fenced and do not train on your data.
- Verified processes and audit-ready workflows suitable for court-facing documentation.
- Terminology, brand, and style assets are centrally governed for reuse and consistency.
Get started
Speak with us about a firm-wide translation management solution to help future-proof your business. Start now and streamline your next legal translation project with our tailored MTPE workflow.
Visit Aplomb Translations to request a proposal or schedule a consultation.
Aplomb provides Global Managed Translation Memory (GMTM) services with encryption, role-based access, and compliance with industry-specific regulations.
Click here to read more about Terminology Management and Translation Management Systems.
Frequently Asked Questions
What is Machine Translation Post-Editing (MTPE)?
MTPE pairs secure machine translation with expert human post-editing to refine terminology, correct errors, and deliver accurate legal translations faster and at lower cost.
What’s the difference between Light MTPE and Full MTPE?
Light MTPE fixes major errors for internal/research use with faster turnaround and lower cost. Full MTPE corrects every issue including grammar, style, terminology and formatting for human-quality, court-ready, client-facing documents.
Is our data used to train MT engines?
No. We use enterprise-grade, geographically ring-fenced MT engines configured so your content is never shared or used for training.
Which legal documents suit MTPE best?
Light MTPE is ideal for discovery materials, case files, and high-volume reviews. Full MTPE fits contracts, client-facing materials, and certified translations.
How do you ensure terminology and brand consistency?
We build bespoke terminology, brand, and style packages; apply translation memories and glossary checks; and can verify your legacy translations across languages.
What file formats should we provide?
Editable text formats (e.g., Word) speed up preparation, improve QA, and help us maintain consistent formatting.
How do we start a project?
Send your editable files and goals. We’ll assemble the right legal linguists, apply secure enterprise MT, and recommend Light or Full MTPE. Request a proposal.
Aplomb provides Global Managed Translation Memory (GMTM) services with encryption, role-based access, and compliance with industry-specific regulations.
Reach out to Aplomb Translations or request a custom quote online today!
