See translation quality instantly with Intelligent Score

Intelligent Score gives you a real-time view of translation quality, so you know what’s ready to publish and what needs review. No more guesswork, no more endless checking.

Trusted by teams at over 1,000 of the world’s leading organisations

XTM AI

Intelligent Score

Make confident quality decisions using clear, consistent scoring you can trust at scale.

Automate quality checks at scale

Let AI handle the heavy lifting. Intelligent Score pre-scores translation quality and only sends lower-confidence content for human review.

  • Single arrow - lavender
    Deliver production-ready translations
  • Deliver production-ready translations

    Get high-quality output at AI speed. Intelligent Score uses translation memory, glossaries, and context to make content up to 90% ready to publish with little or no editing.

    1IntelScore_IntelWorkflow_Image 3_WhiteBackground 1200x1200px@2x-1

    See quality at the segment level

    Each segment gets a real-time score for fluency, accuracy, and context. Your team sees instantly which translations meet your standards and which need a closer look.

    High intelligent score (98%) for EN → IT translation of a test metric rule explanation.

    Ensure consistency across every document

    Check translation quality before and after post-editing to confirm your machine translation output meets quality thresholds. Ideal for teams combining human and machine translation.

    AI Control Center interface for setting acceptable and unacceptable confidence thresholds.

    Stay compliant with built-in quality control

    Stop over-reviewing good content. Focus your linguists’ time on translations that fall below your set quality target and free up hours for higher-value work.

    Visual showing translations bypassing review based on AI confidence.
  • Single arrow - lavender
    See quality at the segment level
  • Deliver production-ready translations

    Get high-quality output at AI speed. Intelligent Score uses translation memory, glossaries, and context to make content up to 90% ready to publish with little or no editing.

    1IntelScore_IntelWorkflow_Image 3_WhiteBackground 1200x1200px@2x-1

    See quality at the segment level

    Each segment gets a real-time score for fluency, accuracy, and context. Your team sees instantly which translations meet your standards and which need a closer look.

    High intelligent score (98%) for EN → IT translation of a test metric rule explanation.

    Ensure consistency across every document

    Check translation quality before and after post-editing to confirm your machine translation output meets quality thresholds. Ideal for teams combining human and machine translation.

    AI Control Center interface for setting acceptable and unacceptable confidence thresholds.

    Stay compliant with built-in quality control

    Stop over-reviewing good content. Focus your linguists’ time on translations that fall below your set quality target and free up hours for higher-value work.

    Visual showing translations bypassing review based on AI confidence.
  • Single arrow - lavender
    Work smoothly across MT and human workflows
  • Deliver production-ready translations

    Get high-quality output at AI speed. Intelligent Score uses translation memory, glossaries, and context to make content up to 90% ready to publish with little or no editing.

    1IntelScore_IntelWorkflow_Image 3_WhiteBackground 1200x1200px@2x-1

    See quality at the segment level

    Each segment gets a real-time score for fluency, accuracy, and context. Your team sees instantly which translations meet your standards and which need a closer look.

    High intelligent score (98%) for EN → IT translation of a test metric rule explanation.

    Ensure consistency across every document

    Check translation quality before and after post-editing to confirm your machine translation output meets quality thresholds. Ideal for teams combining human and machine translation.

    AI Control Center interface for setting acceptable and unacceptable confidence thresholds.

    Stay compliant with built-in quality control

    Stop over-reviewing good content. Focus your linguists’ time on translations that fall below your set quality target and free up hours for higher-value work.

    Visual showing translations bypassing review based on AI confidence.
  • Single arrow - lavender
    Cut costs and reduce review bottlenecks
  • Deliver production-ready translations

    Get high-quality output at AI speed. Intelligent Score uses translation memory, glossaries, and context to make content up to 90% ready to publish with little or no editing.

    1IntelScore_IntelWorkflow_Image 3_WhiteBackground 1200x1200px@2x-1

    See quality at the segment level

    Each segment gets a real-time score for fluency, accuracy, and context. Your team sees instantly which translations meet your standards and which need a closer look.

    High intelligent score (98%) for EN → IT translation of a test metric rule explanation.

    Ensure consistency across every document

    Check translation quality before and after post-editing to confirm your machine translation output meets quality thresholds. Ideal for teams combining human and machine translation.

    AI Control Center interface for setting acceptable and unacceptable confidence thresholds.

    Stay compliant with built-in quality control

    Stop over-reviewing good content. Focus your linguists’ time on translations that fall below your set quality target and free up hours for higher-value work.

    Visual showing translations bypassing review based on AI confidence.

Deliver production-ready translations

Get high-quality output at AI speed. Intelligent Score uses translation memory, glossaries, and context to make content up to 90% ready to publish with little or no editing.

1IntelScore_IntelWorkflow_Image 3_WhiteBackground 1200x1200px@2x-1

See quality at the segment level

Each segment gets a real-time score for fluency, accuracy, and context. Your team sees instantly which translations meet your standards and which need a closer look.

High intelligent score (98%) for EN → IT translation of a test metric rule explanation.

Ensure consistency across every document

Check translation quality before and after post-editing to confirm your machine translation output meets quality thresholds. Ideal for teams combining human and machine translation.

AI Control Center interface for setting acceptable and unacceptable confidence thresholds.

Stay compliant with built-in quality control

Stop over-reviewing good content. Focus your linguists’ time on translations that fall below your set quality target and free up hours for higher-value work.

Visual showing translations bypassing review based on AI confidence.

Want to see Intelligent Score in action?

Walk through how XTM calculates intelligent quality assurance scores using AI and LQA data, so teams can see risk levels at a glance and decide which translations need rework before release.

 

Explore our AI-powered platform

Intelligent Score is part of XTM AI, a suite of advanced AI capabilities that combine LLMs with your translation memories, glossaries, and rules to produce context-aware, brand-aligned translations and automated quality protection.

From SmartContext and Language Guard to our AI agent, teams can work faster, reduce costs, and deliver consistent multilingual content that reflects their brand in every market.

XTM Cloud's

Why translation teams choose XTM

XTM delivers enterprise-grade translation management with built-in quality controls.

  • “The XTM team was able to go out of their way to create a tailored solution for us, and we’re looking at introducing even more automation in the future. The fact that they are localization experts makes a big difference as they truly understand our needs.”
    Deepak Nagabhushana

    Deepak Nagabhushana

    Staff Localization Project Manager, GoTo
  • "XTM forms a big global ecosystem of seamlessly connected accounts to which thousands of users connect daily. Overall, the result is better quality with fewer resources."
    Vincent Rigal

    Vincent Rigal

    CAT Tools Products Owner, Acolad
  • “XTM stood out because it made it possible and easy for all our freelancers to work on a single, centralized platform. This enables us to monitor progress, and after the completion of a job, we can easily allocate that license to another vendor. This makes my daily tasks a lot easier, and I can focus on other value-added tasks.”
    Elisabeth Feulner

    Elisabeth Feulner

    Project Manager, Allround Service
  • “With XTM, we can now offer all customers across the world the same level of support and access to every new product we launch more quickly while reducing costs and errors, and ensuring consistency across all content.”
    Dominic-Pemberton 1

    Dominic Pemberton

    VP of Content, RS Group
  • “There’s no way we could be running the same operations today if we didn’t have the right tech stack in place.”
    Alex Katsambas

    Alex Katsambas

    Senior Head of Localization Services, FARFETCH
  • “We had a phenomenal setup with our content management system feeding automatically into and out of XTM. Now we’re able to harness the very best of both machine translation and human editing for outstanding cost efficiency.”
    Ronald-Egle-Ariel

    Ronald Egle

    Content Systems Administrator, Ariel Corporation
  • “XTM has become an integral part of our translation workflows, enabling us to deliver high-quality services to our clients efficiently and effectively.”
    Daniela Gorry

    Daniela Gorry

    Operations Director, Translations at THG Fluently – Ingenuity Commerce
  • “One of the delightful functionalities of XTM is its custom analysis templates, which can extract content from any complex source file format, like Java, send it for translation and then convert it back to its original format upon completion of the work.”
    Deepak Nagabhushana

    Deepak Nagabhushana

    Staff Localization Project Manager, GoTo
  • “Since implementing XTM, the volume of translated words for our most frequent language pairs has increased by approximately 10%. This wouldn’t have been possible without all the added automation a TMS provides.”
    Elisabeth Feulner

    Elisabeth Feulner

    Project Manager, Allround Service
  • “We needed to regain control over our assets and localization processes. XTM allowed us to reduce turnaround times, lower costs, and gain full control over our translation memory.”

    Caoimhse McGrath

    Translation Center of Excellence Program Manager, Johnson Controls
  • “Reducing turnaround times and controlling costs allow us to reach our customers faster and more efficiently. With full control over our translation memory, we ensure that every term, particularly industry-specific ones, are translated with accuracy and consistency.”

    Caoimhse McGrath

    Translation Center of Excellence Program Manager, Johnson Controls
  • “XTM has been instrumental in streamlining our language solutions at THG Fluently – Ingenuity Commerce. With centralized resources, improved project visibility, and enhanced communication management, we have achieved greater productivity, cost savings, and client satisfaction.”
    Daniela Gorry

    Daniela Gorry

    Operations Director, Translations at THG Fluently – Ingenuity Commerce
  • Goto
  • Acolad
  • Allround Service
  • Group
  • farfetch
  • Ariel
  • THG Fluently
  • Goto
  • Allround Service
  • Johnson Controls
  • Johnson Controls
  • THG Fluently

See the impact of AI

Businesses using XTM AI see faster turnaround times, fewer errors, and consistent quality across languages and channels.

90 %

Of content translated reach fit-for-purpose quality

25 %

Savings in editing time per segment

81 %

Cost savings

Connect with your favourite tools

XTM integrates with the platforms you already use.

GitHub
Figma
Slack
Gemini
ChatGPT
Akeneo
Acolad
DitaToo
Adobe Experience Manager
Amazon Translate
Crosslang
Alfresco
Notion
Language Weaver
Applanga
Microsoft Office SharePoint
Contentstack
Azure Repos
CaptionHub
Lingo 24
Marketo
Crownpeak
Microsoft Translator
Author it
Muldrato
Bitbucket
Shopify
Jira
GitLab
DeepL
Drupal
GitHub
Easyling
Optimizely
Microsoft_Office_Excel
Geofluent
MindTouch
Google Drive
Google Translate
Azure Devops
Heretto
Oneliner
DitaWorks
Kontent AI
Intento
Ixiasoft
KantanAI
Xperience Kentiko
Omniscien Technologies
Hubspot
Oracle
Plunet
Ovitas
Rigi by XTM - primary
Contentful
Zendesk
WordPress
RSuite
Salesforce
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Schema ST4
SDL Trados
Teamsite Opentext
Servicenow
Sitecore
Tridion
Systran
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SmartMate
Veeva Vault
Walkme
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Try XTM free for 30 days

Give us a test run and see why over 1,300 global businesses choose XTM for their end-to-end localisation platform, powered by AI.

100% access. No credit card required

FAQs

How does Intelligent Score work?

Intelligent Score analyses translation output using AI models that evaluate fluency, accuracy, and tone. It assigns a numerical score to each segment and document, helping you decide which content needs human review and which can go straight to publication.

Start your free 30-day trial

Can I customise the scoring criteria?

Yes, you can define custom thresholds that trigger specific actions. For example, you might set scores above 90 to skip review, scores between 70-90 for light review, and scores below 70 for full linguistic review. You can also bring your own LLM API  key (ie. Open AI) for complete control.

Does Intelligent Score work with machine translation?

Absolutely. Intelligent Score is perfect for machine translation workflows. It helps you identify what is publication-ready and which segments need post-editing. This makes your translation programs much more efficient and reliable.

Book a quick demo with our team

What happens to translations with low scores?

Low-scoring translations can be automatically routed to human reviewers based on your threshold settings using Intelligent Workflow. This ensures quality standards are met whilst reducing unnecessary review work on high-quality translations. You can integrate these routing decisions with XTM's workflow automation.

How accurate is the AI scoring?

Intelligent Score uses 3x advanced language models for consensus and MQM analysis. Whilst no automated system is perfect, it provides reliable quality indicators that help teams make informed decisions about review priorities. Many customers see significant time savings whilst maintaining quality standards.

Request a tailored pricing proposal for your business

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Ready to scale quality without scaling review?

Stop reviewing every translation manually. Let Intelligent Score identify what needs attention so your team can focus on what matters most.