The main benefit of a single AI agent is easier maintenance: shared knowledge, procedures, and rules eliminate duplicate fixes. However, it must still adapt its tone and responses to each channel’s expectations. Effective handoffs matter just as much, if human agents must repeat questions, omnichannel support has failed to simplify the experience.