Zendesk AI Triage System That Shortened Support Queues Without Losing Human Handoff

Implemented AI support triage that tags tickets, summarizes calls, answers common questions, and routes complex issues to the right Zendesk queue. Challenge: A support team using Zendesk struggled with repetitive tier-one tickets and inconsistent tagging. Agents spent time reading long customer messages, classifying issue type, and routing tickets before any real support work began. Results: First response time improved 48%, tier-one queue volume dropped 37%, and every ticket now carries consistent issue tags. Managers gained cleaner support analytics and agents received better context at handoff.