Rework the multilingual support assistant used by a specialist provider

This project gives a specialist provider a practical multilingual support assistant for the next delivery cycle. This work needs careful source review, a clear delivery plan, and a handover that does not depend on informal knowledge. Completion covers the priority workflow, the important decisions, and a concise final review.