AI Translation and Human Review: Finding the Productive Middle

AI translation works best as a draft and review workflow, not as an unsupervised final authority.

Good uses

• Internal notes and rough research.
• Product copy drafts.
• Documentation first passes.
• Terminology extraction before human review.

Human review matters

Legal text, contracts, regulated claims, and brand-sensitive copy still need a responsible reviewer. The reviewer should confirm terminology, tone, factual accuracy, and local context.

Prompt

Translate this text into clear business English. Preserve technical terms, flag ambiguous phrases, and list any terms that need human confirmation.