A parks department wants English trail brochures converted into Spanish and Vietnamese for kiosk handouts without hiring a full-time translator staff. Which AWS service performs machine translation of text?

A parks department that wants English trail brochures converted into Spanish and Vietnamese for kiosk handouts—without hiring full-time translator staff—should use Amazon Translate for neural machine translation across languages. Translate takes source text and returns target-language text suitable for print or digital handouts, matching the municipal multilingual communications pattern at identify depth.

Amazon Transcribe turns spoken audio into transcripts; it does not translate brochure text between written languages as its primary role. Amazon Rekognition analyzes images for objects, faces, or unsafe content; it does not translate brochure copy. Amazon Polly reads text aloud with synthetic voices; that helps audio accessibility but does not produce Spanish or Vietnamese printed handouts. Eliminate services that listen, look, or speak when the stem asks to translate written text.

Exam caveat: Translate operates on text. If the input is audio, you may Transcribe first, then Translate—but the service that performs machine translation of text is Translate. Do not pick Polly because the brochure might later be read aloud.

Operational check for parks: extract brochure text cleanly, run Translate to Spanish and Vietnamese, have bilingual staff spot-check safety-critical trail warnings, store approved translations with version control, update kiosk print files, and re-run translation when English source content changes so multilingual handouts do not drift from the official English trail guidance.