AI Translation & Post-Editing

AI-powered machine translation can be suitable for high-volume, time-sensitive, or frequently updated content where speed and scalability are important. Its suitability depends on the content type, language pair, subject matter, audience, risk level, confidentiality requirements, and expected quality. Legal, medical, regulatory, highly creative, or reputation-sensitive content generally requires greater human involvement.

Machine translation Post-Editing is the human review and correction of machine-translated content. A qualified linguist improves accuracy, grammar, terminology, fluency, tone, formatting, and consistency so the final text meets the quality level required for its intended use.

Light Post-Editing focuses on making the text understandable and correcting serious errors while allowing some stylistic limitations to remain. Full Post-Editing aims for publication-ready quality comparable to professional human translation, including detailed review of meaning, terminology, fluency, tone, style, and formatting. The appropriate level is agreed according to the content, audience, risk, and intended use.

Confidential or sensitive content requires careful review of the tools, data-processing environment, access controls, and client requirements before any AI or machine translation system is used. Where public tools are not appropriate, we can recommend a controlled workflow, private environment, or human-only translation approach according to the sensitivity of the material.

Please share the content type, language pairs, volume, update frequency, intended audience, quality expectations, confidentiality level, file formats, terminology resources, timeline, and intended use. We then assess whether machine translation, light Post-Editing, full Post-Editing, or human translation is the most appropriate approach.