The document discusses the emerging roles of artificial intelligence (AI) in e-commerce, highlighting its capabilities to enhance customer experience, automate processes, and boost sales efficiency. It explains various applications of AI, including chatbots, customer relationship management, and product content management, demonstrating how these technologies help businesses understand customer needs and improve service delivery. The study emphasizes that AI has become an indispensable element in the e-commerce sector, driving innovation and significant operational advancements.