When Should Service Agents Reconsider? Difficulty-Routed Control in Customer-Service Operations

Qian Chen, Chengyuan Liu, Xin Yu

Autonomous customer-service agents are shifting from conversational interfaces toward operational execution roles: they retrieve firm records, apply service policies, and execute b…