AI & Machine Translation Post-Editing for Faster, Cost-Efficient Global Content
Where AI Speed Meets Human Quality
Maximize your localization budget and speed to market with our human-in-the-loop post-editing services. We refine outputs from traditional Machine Translation (NMT) and Large Language Models (LLMs) to deliver enterprise-grade quality at scale, tailored to your specific needs.
High-Volume E-Commerce
Rapidly translate thousands of product descriptions and SKUs while maintaining accurate technical specs and local searchability.Corporate Communications
Quickly share company-wide updates, HR policies, and training materials across global branches without breaking the budget.User-Generated Content
Localize customer reviews, forum posts, and community Q&As cost-effectively to build trust in new markets.Technical Documentation
Translate massive user manuals and software specs where terminology consistency is prioritized over creative flair.
MTPE vs Human Translation
Understand the trade-offs in speed, cost, and quality to choose the most efficient localization strategy for your specific project constraints.
| Criteria | Raw AI | Premium Human Translation |
|---|---|---|
| Turnaround Speed | Very Fast | Standard |
| Cost Efficiency | Highly Optimized | Premium Investment |
| Quality & Accuracy | High (guaranteed accuracy & terminology) | Highest (perfect fluency & style) |
| Cultural Nuance | Good (adjusted by human editors) | Excellent (deep local adaptation) |
Flexible Post-Editing Solutions
Tailored to Your Content
and Quality Needs
Choose the right level of human intervention based on your content type, budget, and quality requirements. We seamlessly adapt to your preferred AI or MT engines.
Light Post-Editing (LPE)
Focuses on fixing fatal errors, grammar, and terminology to ensure basic comprehension. Ideal for internal communications, massive product catalogs, and knowledge bases.
Full Post-Editing (FPE)
Comprehensive editing for style, tone, and fluency to match human translation quality. Perfect for marketing materials, user manuals, and client-facing content.
AI Translation Post-Editing
Specialized review for LLM-generated translations to fix AI hallucinations, structural inconsistencies, and specific generative formatting errors.
What Quality Level
Can You Expect?
We align our post-editing output with industry-standard frameworks like MQM (Multidimensional Quality Metrics) to guarantee transparent and measurable results tailored to your goals.
Light PE: "Fit for Purpose"
Ensures the text is accurate and comprehensible. We fix grammatical mistakes and fatal errors, but the stylistic flow remains machine-like. Ideal for internal communications.Full PE: "Publish-Ready"
Delivers human-level fluency. We completely restructure sentences, adapt terminology, and ensure a natural, professional tone. Perfect for client-facing materials.AI PE: "Contextually Refined"
Output quality depends on your chosen LLM and use case. We focus heavily on fixing AI hallucinations, logical gaps, and ensuring strict brand alignment.MQM Quality Scoring
We utilize the Multidimensional Quality Metrics (MQM) framework to objectively score translation quality, giving you data-driven confidence in your localized content.
Our Streamlined MTPE
Process
A proven workflow that integrates cutting-edge technology with rigorous human quality assurance.
Step 1
Engine Setup + Glossary + TM
Step 2
Automated Pre-translation
Step 3
Human Post-Editing (LPE/FPE)
Step 4
QA + Consistency Check
Step 5
Final Review & Delivery
When MTPE May Not Be
The Right Choice
While highly efficient, machine translation struggles with extreme nuance. We recommend our premium Human Translation or Transcreation services for the following scenarios:
Highly Creative Campaigns
Slogans, emotional branding, and colloquial marketing copy require human creativity and cultural adaptation that machines simply cannot replicate.
Strict Legal Documents
Contracts, patents, and compliance documents demand absolute terminological precision and carry a zero-margin for error.
Deep Cultural Transcreation
When content needs to be completely reimagined to fit local humor, idioms, or cultural sensitivities in Southeast Asia.
High-Stakes Healthcare
Critical patient instructions or clinical trial data where a slight machine mistranslation could impact human safety or regulatory approval.
Our Translation and Localization Toolbox
Discover the technology that powers our translation and localization services.
We leverage cutting-edge tools and software to enhance our translations' efficiency, accuracy, and consistency.
CAT Tools
QA Tools
DTP Tools
Why Partner with Wise-Concetti for MTPE?
With specialized native linguists, deep Southeast Asian language expertise, and structured quality workflows, Wise-Concetti helps businesses translate critical documents with accuracy, consistency, and confidence.
Trained
Post-Editing Experts
Post-editing is a distinct skill from traditional translation. We use native linguists specifically trained to edit machine outputs efficiently without over-editing or under-editing.
Strict
Data Security
Your sensitive enterprise data is processed through secure, enterprise-grade APIs, ensuring zero data leakage and guaranteeing your content is not used to train public AI models.
Deep SEA
Language Expertise
Machine translation often struggles significantly with complex Southeast Asian languages. Our local experts fix crucial context, tone, and structural errors that engines consistently miss.
Customized
Workflows
Whether you need raw MT evaluation, engine training data, or a fully automated API workflow integrated directly into your CMS, we build solutions that fit your pipeline.
The Business Impact
of MTPE
MTPE helps businesses localize more content, faster and more cost-effectively, while keeping quality, terminology, and brand consistency under human control.
Reduce Localization Costs
Cut your translation spend significantly without sacrificing core comprehensibility, allowing you to localize a much larger volume of content within your existing budget.
Accelerate Time-to-Market
Launch global products, software updates, and massive e-commerce catalogs in a fraction of the time required for traditional human translation workflows.
Scale Multilingual Content
Effortlessly handle enormous volumes of user-generated content, knowledge bases, and product descriptions simultaneously across multiple Southeast Asian languages.
Quality Assurance Through ISO 9001:2015 Certification
Wise-Concetti proudly holds the ISO 9001:2015 certification, reflecting our dedication to maintaining the highest standards in translation quality. This Certification ensures that our processes are continually improved and consistently deliver superior results, providing our clients with reliable and precise translations every time.