Support queues fracture the moment half your customers write in another language. A bilingual (or Core5) support agent detects language, answers from your real docs, and escalates cleanly so your team is not copy-pasting into Google Translate at midnight.
Why the usual fixes fail
- Separate inboxes per language. Context splits and SLAs lie.
- One English bot with a "sorry" for everyone else. Customers leave.
- Human-only coverage. Expensive nights and uneven quality across dialects.
How the system works
- Message arrives on web chat, WhatsApp, or email.
- Language detect (strong on chat/WhatsApp) with a clear fallback.
- Answer from your KB in that language, with citations internally for staff tools.
- Handoff when needed with transcript and language tag.
- Log everything to CRM with tags for language, topic, and outcome.
What it plugs into
WhatsApp, web widget, email, and your help docs via AI Chatbots & Messaging and AI Agents & RAG. Broader support coverage: Customer Support.
Timeline and next step
Typically live on one channel and two languages inside two weeks. Book a free discovery call or run the free ops audit.




