AI Translating Content

Translate text between languages while preserving brand voice, enforcing glossary terms, and supporting batch i18n workflows — using DSPy signatures and optimizers.

Step 1 - Understand the translation task

Before writing any code, ask:

• What content? UI strings, marketing copy, support tickets, help docs, legal text?
• What languages? Specific locales (e.g., es-MX vs es-ES) or open-ended?
• Do you have a glossary? Brand terms, product names, and technical terms that must not be translated?
• Tone/formality? Casual app copy vs formal documentation vs friendly support replies?
• Volume? One-off translation vs batch i18n file processing?
• Quality bar? Best-effort draft vs publication-ready?

The answers determine whether you need a simple signature or a full pipeline with glossary enforcement and quality scoring.

Step 2 - Build a basic translator