← All use cases
AI USE CASE
Multilingual support translation
Let agents serve customers in any language without hiring multilingual staff.
What it is
An LLM translates inbound and outbound messages in real time, preserving tone and product terminology. A small team of agents covers 15+ languages without a quality drop. Particularly powerful for hospitality and EU-wide e-commerce.
Data you need
Glossary of brand and product terms.
Required systems
- helpdesk
Why it works
- Maintain a strict product glossary
- Native-speaker spot checks weekly
How this goes wrong
- Loss of nuance in legally sensitive replies
- Glossary not enforced — terminology drift
When NOT to do this
Don't use without disclaimer in highly regulated industries (medical, legal advice).
Vendors to consider
This use case is part of a larger Data & AI catalog built from 50+ enterprise transformation programs. Take the free diagnostic to see how it ranks against your specific context.