Customer Support Optimization

Imagine you need to design a customer support AI system that not only handles queries but also optimizes the ticketing process based on urgency and issue type. Outline the data ingestion pipeline for user queries and historical tickets, discuss the embedding and retrieval strategies, model selection for intent recognition, evaluation frameworks for measuring response effectiveness, cost considerations for real-time processing, and safety mechanisms to avoid sensitive data exposure.