Translator Scanner App

The Translator Scanner App combines translation with terminology scanning to support multilingual content creation. It accepts source_text, source_lang, and target_lang, then returns a translated_text along with a structured glossary scan that highlights term_matches and their translations. Conceptually, the pipeline first detects the source language (if requested), applies neural translation to produce a fluent target_text, and then aligns glossary terms from an optional glossary against both source and target text to surface terms requiring review. This yields measurable value for localization teams and technical writers who must maintain terminology consistency across languages. The tool provides outputs for human review: glossary_matches (list of terms with translations and confidence scores) and term_frequencies (term usage counts). Use cases include product manuals, technical documentation, marketing content, and academic abstracts where accurate terminology alignment is critical. Unique value comes from combining translation with a structured terminology scan in a single pass, enabling rapid QA and glossary governance without switching tools. Core features include: required inputs for translation, optional glossary support, and advanced outputs such as alignment_debug. Outputs are designed for downstream processes (export to JSON/CSV). This tool supports common language pairs in business settings and adheres to ISO language codes and localization practices. Use cases include localization prep, terminology reviews, and bilingual drafting.