When AI agents should escalate

Agents that never escalate will eventually invent. Treat escalation as success: the system protected the customer and the brand by bringing a human in with context.

Define stop rules in writing: missing data, payment disputes, legal language, ETA commitments, and anything outside the approved knowledge set.