Traditional customer feedback analysis often involves manually reviewing comments or ratings, which can be time-consuming and subjective. Sentiment analysis, on the other hand, uses AI and machine learning to automatically analyze large volumes of feedback, providing objective insights into customer sentiment more efficiently.