Support calls that survive a language switch mid-dispute
English ⇄ Hindi
The situation: A Gurugram fintech's support line takes failed-transaction calls from across NCR. Customers open in polished English, then drop into Hindi the moment they get frustrated — and a model tuned on Western English starts dropping words exactly when the call matters most.
What Zoice does: Code-switching recognition transcribes each span in the language it was spoken, so the agent follows the customer instead of forcing them back to English. Disputes it cannot close hand off to a human with the full transcript attached.
Escalations arrive with context, not from scratch.