Changes in the flow of commercial value brought by various marketing tactics have raised the bar for logistics responsiveness, e.g., conventional e-commerce sales and live-streaming sales for the public traffic and brand sales events and social media marketing for the private traffic. Capabilities like accurate demand forecasting and efficient logistics scheduling will help businesses stay composed in all hustle and bustle.