Dialogue management controls how a voice AI system handles back-and-forth conversations. It determines when to ask questions, confirm details, or transition topics. Good dialogue management keeps conversations flowing smoothly, even when the caller provides incomplete or unexpected input. It’s critical for delivering a natural, helpful experience.