Automatic Ticket Deflection And Escalation Routing

Unique: Implements confidence-based escalation thresholds that allow the chatbot to gracefully hand off uncertain questions to humans rather than attempting to answer with low confidence, reducing the frustration of incorrect AI responses while maintaining ticket deflection for high-confidence answers

vs others: More intelligent than simple keyword-based routing because it uses semantic understanding to classify questions, but more conservative than pure LLM-based escalation because it maintains explicit confidence thresholds rather than relying on model self-assessment