Definition
Literal translation is common in multilingual AI work. The output may be understandable, but it sounds unnatural, overly direct, or misaligned with local support and business conventions.
AI Agent term
Literal Translation
A localization failure where the words are translated but the local business tone is wrong.
Why it matters
Global teams need content that local users trust. Literal translation can reduce conversion, create customer friction, or make support replies feel careless.
Example
A Japanese business email uses grammatically valid text but misses expected politeness and brevity.