name2---->(字串長度:0)---->Happy Lee(字串長度:9)```anchor---->speaker-48(字串長度:10)---->happy-lee(字串長度:9)```talk_title---->(字串長度:0)---->AI in Retail: Three Development Directions(字串長度:42)```talk_title2---->Agentic AI 驅動零售新體驗(字串長度:32)---->AI Agent 於零售業的三個應用(字串長度:36)```can_playback---->(字串長度:0)---->V(字串長度:1)```position---->產品長(字串長度:9)---->CPO 產品長(字串長度:13)```desc---->(字串長度:0)---->AI in the retail industry is moving toward three directions: Hire more Agents, Build Agent Service, and Ready for Agent, with practical cases showing how brands are adopting these approaches.
AI 在零售產業的發展可歸納為三個方向：招募更多智能代理、打造代理服務、以及為代理做好準備，並已有實際案例展現品牌的應用。(字串長度:369)```me_desc---->(字串長度:0)---->Chief Product Officer of 91APP, founder of “The Science of Retail,” and serial entrepreneur. He enjoys building things hands-on and often shares insightful perspectives on rapidly changing technologies.
91APP 產品長，「零售的科學」站長，連續創業家，喜歡自己動手打造東西，對各種快速變化
的科技，時常發表穿透本質的看法。
(字串長度:377)```talkfile_link---->(字串長度:0)---->X(字串長度:1)```position_for_agenda---->產品長(字串長度:9)---->CPO 產品長(字串長度:13)```website---->(字串長度:0)---->https://happylee.blog(字串長度:21)