Let models classify; keep user-visible messages deterministic
Use a model to map inbound conversation into bounded intent and confidence, but keep eligibility gates, escalation, and user-visible reply text deterministic. This narrows the model’s authority: misclassification can still occur, so low confidence, stop-contact language, requests…