Machine Translation | LanguageLine Solutions

Q: Is MT part of a larger program?

Yes. Our Machine Translation (MT) is delivered as part of a larger, fully managed MT program. We evaluate your content and use cases, configure engines and workflows, and integrate human-in-the-loop quality control so MT becomes a strategic component of your overall translation strategy, not a standalone tool.

Q: How do you select the right MT engine?

We select MT engines based on your content type, industry, languages, risk profile, and security requirements. Our team tests and benchmarks multiple options, then configures custom or in-domain engines as needed to achieve the right balance of quality, speed, and cost.

Q: Do you use MT for regulated industries?

Yes. We support regulated industries such as healthcare, legal, finance, and government using risk-based workflows. This includes human review, MT post-editing (MTPE), and tailored QA steps to ensure that MT output meets accuracy, compliance, and security requirements before it is used externally.

Q: How do you measure MT effectiveness?

We measure MT effectiveness through ongoing quality reviews, performance metrics, and user feedback. This includes sampling by linguists, quality scoring, error analysis, and continuous optimization of engines and workflows to improve accuracy, consistency, and cost efficiency over time.

Customized AI Machine Translation Programs with Human Oversight

Basic machine translation is not enough for enterprise needs. LanguageLine’s Machine Translation Program delivers customized MT engines, seamless integrations, and human-in-the-loop quality review. Each program is designed around your content, industry, and risk profile to ensure multilingual output that is accurate, secure, and scalable.

With LanguageLine’s Machine Translation Program, you gain:

Custom MT engines tuned to industry specific content
Seamless integrations with your existing systems
Human-in-the-loop quality control for accuracy and compliance
MT post editing (MTPE) to refine and elevate translations
Continuous reporting and optimization to improve performance
Risk based safeguards to protect quality and compliance

From content evaluation to post editing and optimization, LanguageLine manages machine translation as a strategic enterprise solution that accelerates delivery, reduces cost per word, and safeguards quality.

An architect reviews a workflow on a tablet

What Makes Our MT Program Different

Not all machine translation programs are created equal, and not every language provider goes beyond the engine. At LanguageLine, we treat MT as a fully managed solution, not just a plug-in. We combine deep linguistic expertise with tailored technology, risk-based workflows, and enterprise-grade QA to make sure your MT program delivers more than speed. It delivers value.

Tailored MT Engine Selection: We choose or customize engines based on your language pairs, domain, and risk profile.
Secure, Controlled Workflows: No training data is shared. All processing happens in secure, ISO-certified environments.
MT + Human Hybrid Workflows: Use AI where it saves time and cost—add human QA where it matters most.
Cost Transparency & Control: We help you track effort, impact, and ROI every step of the way.
Integrated QA & Performance Reporting: Quality isn’t assumed—it’s measured, monitored, and continuously improved.

Our Proven 5-Phase Machine Translation Framework

Solution Architecture

Defining the desired outcome

MT Production

Reaching the best MT Output for the desired outcome

Translation Workflow

Integrating MT on the workflows

Quality Assurance

Delivering to client's desired outcome

Shared ROI

Measuring effort and establishing cost base

Benefits of an MT Program

Quality

We manage quality from model selection through human QA at the end, so you get reliable output, every time.

Speed

Our MT + automation workflows enable faster time-to-market, particularly for high-volume or recurring content

Savings

By optimizing TM, reducing rework, and reusing assets, we help reduce your translation cost per word

Our Technology Ecosystem

Custom MT Development: LanguageLine Machine Translation℠ with in-domain tuning
Translation Management System (TMS) Integration: Tightly coupled with LanguageLine Translation Portal℠ and other enterprise tools
OCR & Complex File Handling: Automate translation of scanned documents, PDFs, and structured forms
Secure LanguageLine Translation Portal℠ Access: For on-demand translation of text or files, with role-based permissions
API for Real-Time Content: Support chat, web content, and product localization

A woman looks at her phone while on her computer with screens reflected around her

A customer reviews a document that has gone through a machine translation workflow

Where Machine Translation Works Best

eLearning & Documentation: Quickly translate courses, training guides, and manuals with MT + human QA.
Digital Content Publishing: Enable continuous publishing with integrated MT workflows in your CMS.
Product Descriptions & Technical Specs: Automate bulk content in eCommerce and manufacturing sectors.
Customer Service Content: Localize FAQs, chatbot copy, and support articles at scale.
Internal Communication: Translate policy updates, HR communications, and team documentation for global teams.

Who Should Own Your MT Strategy?

You don’t need to be an MT expert; we are.
LanguageLine helps you choose the right engines, configure your workflows, and build an MT roadmap that aligns with your business goals. Whether you need quick-turn tools or a deeply integrated, long-term solution, we tailor every step to you. Even when using multiple language suppliers.

Want MT Without the Risk?

Not sure how to implement MT safely? Our Linguistic Risk Management Framework ensures the right balance of automation and oversight based on your content type, risk level, and audience. From automated support content to certified document workflows, we’ve got you covered.

Explore Multilingual AI

Learn how AI + MT + LLMs support more use cases across content types

Learn More

Visit LanguageLine Translation Portal℠

Our AI-integrated translation management platform

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FAQs

Is MT part of a larger program?

Yes. Our MT program includes engine selection, tuning, QA planning, integration, and ROI tracking.

How do you select the right MT engine?

We evaluate engines based on language pair, content type, domain, and quality benchmarks.

Do you use MT for regulated industries?

Only when paired with appropriate review (MTPE, dual linguist review) and risk assessment.

How do you measure MT effectiveness?

With accuracy scores, quality benchmarks, post-editing effort, and feedback loops.

Turn Machine Translation Into a Strategic Advantage

We don’t just plug in a machine and press go. We build tailored MT programs that reduce cost, accelerate timelines, and support multilingual content with confidence. Let’s design one that works for you.

MACHINE TRANSLATION PROGRAMS

Enterprise Machine Translation & AI Translation Services