Large Language Models (LLMs) enhance customer service efficiency by automating responses to inquiries and providing personalized support, thus significantly reducing wait times and improving customer satisfaction. They also analyze customer feedback and queries in bulk, extracting valuable insights that can inform and improve future interactions, ensuring that customer service continuously evolves to effectively meet user needs.