AI TrustMark

Translation companies, products & suppliers

Translation products convert text between languages for documents or product UI. Buyer intent is language coverage, domain terminology and confidentiality. Localisation and speech translation are neighbouring jobs and should not be collapsed automatically.

What is Translation?

Translation products convert text between languages for documents or product UI. Buyer intent is language coverage, domain terminology and confidentiality. Localisation and speech translation are neighbouring jobs and should not be collapsed automatically.

What problems does it solve?

Content ships late because human translation is queued, or confidential drafts hit public translators.

Typical business use cases

  • Document translation
  • UI strings
  • Support macros

Important capabilities

  • Language pairs
  • Glossaries
  • File types
  • QA

What buyers should evaluate

  • Domain fit
  • No-train
  • Human post-edit

Risks and governance considerations

Confidential drafts stored on a consumer translation endpoint.

Procurement checklist

  • No-train
  • Glossary ownership
  • Residency

Relevant AI Trustmark assurance

BLEU or COMET scores from a vendor are not Trustmark results.

Methodology · How verification works

Products and providers

Open a product profile for its catalogue details, or use the provider link for the company profile. Claimed listings appear first, then by name. Payment never changes the order.

  • Amazon Translate

    By Amazon Web Services

    Amazon Translate is an AWS neural machine translation service that uses deep learning to deliver accurate, natural translation. It translates text and documents in real time or in

  • DeepL API

    By DeepL

    Explore our AI suite and get more done: Translate speech, text, and media, or integrate the DeepL API. DeepL API is DeepL's model API, from DeepL SE. Published at deepl.com/pro-api

  • Cloud Translation

    By Google

    Cloud Translation is Google Cloud's machine translation service. Translation API offers Basic and Advanced editions using Google's Neural Machine Translation, plus a Translation LL

  • HeyGen Video Translate

    By HeyGen

    Turn your ideas into AI videos with HeyGen. Add text, images or audio to produce complete videos featuring narration, captions, visuals and animation. HeyGen Video Translate is Hey

  • Lara Translate

    By Lara

    Translated provides professional language solutions for your business. We are industry experts who deliver consistent quality translations as fast as you need them, in 238 language

  • Lilt Translate

    By Lilt

    Streamline global translation with AI. Connect systems, reduce costs, and secure multilingual content with enterprise-grade workflows. Lilt Translate is Lilt's software product, fr

  • Azure AI Translator

    By Microsoft

    Azure Translator in Foundry Tools is Microsoft's cloud neural machine translation service. It translates text and documents across many languages and dialects through REST APIs, su

  • Pairaphrase

    By Pairaphrase

    Secure, document-first AI translation management software for governed workflows, formatting preservation, terminology control and human review. Pairaphrase is Pairaphrase's softwa

  • Phrase Strings

    By Phrase

    Phrase is the AI-powered language intelligence platform for enterprise. Automate workflows, connect any tool or engine, and scale multilingual content globally. Phrase Strings is P

  • Trados Terminology

    By RWS

    Trados Terminology is RWS's software product, from RWS Group Limited. Published at trados.com/product/terminology. Directory filing: Terminology management. Deployment options: Saa

  • Smartcat AI Translation Platform

    By Smartcat

    Smartcat AI Translation Platform is Smartcat's software product, from Smartcat Platform Inc. Published at smartcat.com/ai-translation. Directory filing: Translation. Vendor legal n

  • SYSTRAN Translate Pro

    By SYSTRAN

    Translate text, documents and much more in 55+ languages with SYSTRAN fully secured professional translation solutions. API & CAT Tool integration. SYSTRAN Translate Pro is SYSTRAN

  • Unbabel Language Operations Platform

    By Unbabel

    Unbabel’s Language Operations Platform gives businesses the ability to thrive across cultures and geographies by eliminating language barriers. Unbabel Language Operations Platform

  • XTM Cloud

    By XTM

    XTM International is a Forrester Wave Leader in translation management. Discover the AI globalisation platform trusted by enterprise teams worldwide. XTM Cloud is XTM's software pr

Products

Claimed products appear first. Ranking packs and payment do not change this list.

Also used in this category

These products have a different primary category so they do not compete for the same ranking queries. They are listed here because buyers still encounter them in this job.

Related categories

Relevant procurement and assurance guides

Frequently asked questions

Is localisation the same?

Localisation adapts product experience and conventions, not just strings. Related, not identical.

What is Translation?

Translation products convert text between languages for documents or product UI. Buyer intent is language coverage, domain terminology and confidentiality. Localisation and speech translation are neighbouring jobs and should not be collapsed automatically.

What model or provider changes should a buyer insist on being told about?

Material change usually includes a new model family, new region, new subprocessor, new write-capable tool, or a change that affects logging, privacy or human oversight. Those changes should trigger evidence refresh rather than a silent release.

How should buyers verify where AI customer data is processed?

Ask for the named processing locations, cloud regions and any subprocessors that see prompts, files or outputs. A directory listing is not evidence of residency. Independent assessment records the locations that were in scope on the assessment date.

Does a TrustMark on one product cover the rest of the company?

No. Independent assessment is scoped to the named organisation and, where relevant, the named product. Category pages list suppliers as a topic label. They do not imply that every listed company has been assessed.

What incident-handling evidence is useful for AI suppliers?

Buyers should see how AI-specific failures are detected, contained and notified — including unsafe outputs, data leakage and unauthorised agent actions. An incident policy that never mentions models, prompts or tools is incomplete for this class of product.

What security testing evidence should buyers request for an AI product?

Ask what was tested, against which version, whether prompt-injection, data-exfiltration and tenant isolation were in scope, and where failed prompts were stored. A generic ISO certificate or a vendor scanner screenshot is not by itself an AI TrustMark assessment.

How should buyers check AI subprocessors?

Ask for the named subprocessors that process prompts, files, embeddings or logs, their locations, and whether a change is notified. Related-organisation hosting should be disclosed. A privacy policy URL is not a current subprocessor list.