To assist in the smart transformation of industries and implement digital lean production management, the AI Center of Tunghai University, after years of deep engagement in the industry, utilizes digital lean and agile manufacturing production management methods through data-driven software systems to help enterprises reduce waste, respond agilely, and increase customer value, dedicating itself to providing efficient, reliable, and innovative solutions for enterprises. Leantalk Co., Ltd. utilizes AI prediction and industrial IoT technologies to integrate real-time production line data, building a cloud-based scheduling decision-making platform to assist the manufacturing industry in optimizing the process from order placement to production; adopting a dual approach of SaaS subscription and project implementation, it is committed to becoming the preferred choice for smart manufacturing data-driven decision-making.