Review an AI Translation When You Do Not Speak the Language

AI-assisted practical guide. Examples are hypothetical; proposed workflows are editorial suggestions.

When you do not speak the target language, you cannot verify a translation simply by deciding that it looks fluent. Define who the text is for and what a mistranslation could change. For important content, arrange review by someone qualified to assess both the language and the subject.

Prepare the source carefully

Keep the original text and a stable version reference. Identify names, quantities, dates, technical terms, and phrases with more than one possible meaning. Explain the intended audience and tone to the translator or reviewer. Resolve ambiguities in the source where possible instead of asking a model to guess silently.

Review a fictional notice

Imagine a community notice describing when volunteers should arrive and which entrance to use. A review should check those concrete details against the source, as well as whether the wording is natural. Translating the output back into the original language may expose questions, but a pleasing back-translation is not a substitute for competent review of the target text.

Record unresolved terms and ask focused questions rather than approving the entire passage because most sentences appear familiar.

Preserve the approved version

Keep reviewer changes attached to the matching source revision. If the source later changes, identify the affected passages for another review. Check the final published layout so missing characters or truncated lines do not undo an accurate translation. State what was reviewed and avoid claiming language quality that nobody with the necessary competence has assessed.

Related guides

• Keep Private Working Notes out of Public Article Metadata
• Create a Rollback Note Before Publishing a Content Batch