Anonymized case studyMultilingual digital platform (confidential)

Automated translation workflow

A pipeline that translates and localizes large volumes of content automatically, with quality checks and human review where it matters.

  • .NET
  • LLM APIs
  • background job processing
  • PostgreSQL
  • Azure
This work is under confidentiality and is described without names, figures or internal details.

01The challenge

Content arrived faster than it could be translated by hand, in several languages, with formatting and domain terms that generic translation broke. The workflow had to be fast, consistent and safe to run without supervision most of the time.

02The solution

An automated workflow picks up new content, translates it with language models using a controlled glossary, validates structure and terminology, and routes only the uncertain cases to a person. Results are versioned and published through the existing content system.

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