Automate customer service ticket sentiment analysis, churn risk detection, and intelligent escalation using LLM embeddings and classification pipelines. Extract customer emotional valence, urgency scores, dissatisfaction root causes, and trigger automated manager escalations or CSAT recovery playbooks. Trigger when building sentiment triage, churn prevention, or automated customer support feedback loops.
