Nov 26, 2020|
JDD Series: JD’s End-to-End Replenishment System Endorsed by Top Industry Journal
by Ling Cao
During JD’s fourth annual tech summit JD Discovery (JDD) held on November 25th in Beijing, JD has shared plans to build a digital and intelligent supply chain. JD-Y, JD’s supply chain R&D unit (focused on supply chain innovation) shared a relevant breakthrough and application regarding its self-built industry-leading end-to-end replenishment model (E2E model).
A paper on the model has been accepted and to be published soon by Management Science, a world-leading scholarly journal within INFORMS, an international association for professionals in operations research and analytics, which publishes scientific research on the practice of management. The journal has also been named top 20 journals valued by business school deans and academic program directors from BusinessWeek.
Dr. Max Shen, supply chain chief scientist of JD.com shared, “Our E2E model shortens the decision process and provides an automatic inventory management solution with the potential to generalize and scale. The concept of E2E, which uses the input information directly for the ultimate goal, can also be useful in practice for other supply chain management.”
Dr. Max Shen
Specifically, the model can realize self-learning. Applying deep learning technology in JD’s real scenarios enables the company to achieve automatic merchandise replenishment based on historical sales performance without the need for sales forecast.
JD tested this model with the oil and condiments categories. After monitoring the effects for four months, JD saw that online product availability improved 0.5%, while the inventory turnover days reduced 2.8.
The future of supply chain is demand driven, open, synergetic, and agile. JD aims to build up and open its capabilities with industry partners. This model is a best practice example of how frontier technology can be applied in real scenarios.
To get the full paper, pls contact: ling.cao@jd.com
Sep 27, 2024|
Leveraging AI to Drive Innovation, Reduce Costs, and Create Jobs: Insights from JD.com’s Chief Economist
At the 2024 FORTUNE Global 500 Summit in Guangzhou on September 26th, Dr. Shen Jianguang, Chief Economist of JD.com, shared how the company utilizes AI to transform its operations across retail, logistics, and more, while driving significant workforce expansion. “By integrating advanced technologies throughout our business, JD.com has more than tripled its workforce in the past six years from 180,000 to 620,000, all while increasing salaries,” Dr. Shen explained during the panel discussion titled “‘Changes and Opportunities’—Chief Economists’ Perspectives.”
AI tools have enabled JD.com to boost efficiency and elevate the customer experience. For example, JD’s AI-driven digital human livestream hosts have helped over 5,000 brands increase off-peak hours’ sales conversion rates by 30%. Additionally, AI-powered customer service representatives offer more personalized support, and logistics couriers use AI to deliver packages faster and with greater sustainability.
JD.com’s customer service representatives
“The competition in China is so fierce, and that’s what drives innovation—you have to innovate to survive,” said Dr. Shen, underscoring the role of innovation in reducing costs and increasing productivity. This is especially crucial in China’s e-commerce landscape, where consumers are becoming more price-conscious. “Consumers are looking for the ‘extreme quality-to-price ratio,’ meaning they want high-quality products at lower prices,” he added. At the same time, Dr. Shen noted a growing trend in rural and lower-tier markets, where significant growth opportunities are emerging.
Dr. Shen also discussed China’s recent economic stimulus packages. “Policy initiatives are important. When people perceive a shift in policy, the market responds,” he said, referring to the government’s subsidies for home appliance trade-ins introduced earlier this year. This program has stimulated demand for affordable, high-quality products, as reflected in the increased sales of subsidized items.
Guangzhou, the host city for the summit, launched a new round of consumer goods trade-in subsidies on September 1st, positioning online platforms like JD.com as essential providers of seamless trade-in services. Over 800 home appliance brands have partnered with JD.com in Guangzhou, offering more than 8,500 products. Additionally, JD.com is working with its brand partners on a Customer-to-Manufacturer (C2M) model, leveraging consumer insights to drive innovation for more tailored products.
JD.com provides one-stop trade-in services for home appliances and home goods
The panel discussion featured Dr. Shen alongside Minggao Shen, Global Chief Economist at GF Securities, and Robin Xing, Chief China Economist at Morgan Stanley, with FORTUNE Editor-in-Chief Alyson Shontell moderating. The panelists agreed that while AI is still in its early stages, its potential is vast. With China’s stimulus policies and a functioning capital market, the private sector is well-positioned to unlock considerable industrial and social value.
JD.com ranked #47 on the 2024 Fortune Global 500, moving up five spots from the previous year. Guided by its mission to “Make Lives Better through Technology,” the company remains committed to cost management, operational efficiency, and enhancing user experiences, while continuing to invest in employee development and upskilling to foster both business growth and workforce advancement.
(vivian.yang@jd.com)
Sep 13, 2024|
JD.com Showcases Cutting-Edge Supply Chain Innovations at 2024 China International Fair for Trade in Services (CIFTIS)
JD.com unveiled its latest digital supply chain technology advancements at the 2024 China International Fair for Trade in Services (CIFTIS), held in Beijing from September 12 to 16. As a global partner of CIFTIS for the fifth consecutive year, JD.com demonstrated its commitment to driving digital transformation across industries. Notably, JD Cloud’s digital human powered by its ChatRhino (or Yanxi in Chinese) large language model (LLM) and JD Health’s Dermatology Service Platform were recognized with the “China Service Practice Case” and “Innovation Demonstration Case” awards, respectively.
JD Cloud’s ChatRhino AI digital human, a pioneering innovation in the field, played a key role during JD.com’s 618 Shopping Festival, becoming the first large-scale commercialized digital human in the industry. Developed entirely in-house, ChatRhino has supported over 5,000 brands, increased off-peak hours’ conversion rates by over 30%, and logged more than 400,000 hours of live streaming with a reach of over 100 million viewers and more than five million user interactions, the digital human has driven over RMB 10 billion in gross merchandise value.
In April 2023, JD Health launched China’s first online skin hospital, featuring over 6,000 registered doctors, including more than 3,500 from top-tier hospitals. Using JD Health’s Jingyi Qianxun (京医千询) LLM, the platform integrates vast medical expertise to deliver smart diagnostic support. The Dermatology Service Platform streamlines the diagnostic process at every stage of patient care, improving treatment efficiency while maintaining the highest standards of medical care.
At CIFTIS 2024, JD.com also introduced several breakthrough retail technologies, including JD.Vision, an early native application for Apple Vision Pro; Jingyan （京言）, an AI assistant for e-commerce; and Jingdiandian （京点点）, an AIGC-powered content generation platform. JD Logistics presented a virtual logistics park leveraging digital twin technology to simulate operations such as storage, packaging, sorting, and highlighted carbon-neutral logistic park practices. JD Industrials launched the “TAIPU”(太璞) digitally intelligent supply chain solution, tailored to optimize demand, procurement, fulfillment, and operations for industrial products. Additionally, JD Finance presented its suite of digital financial products and services, including consumer finance, payments, and wealth management.
JD’s exhibition also highlighted its digital and physical supply chain integration advancements across various business sectors. Key initiatives included cross-border e-commerce operations through JD Worldwide, omnichannel retail by ochama (JD.com’s Europe-based brand), country-specific online flagship stores known as JD National Pavilions, and on-demand retail and instant delivery service under JD NOW. These innovations attracted significant attention and reinforced JD.com’s leadership in advancing the digital transformation of supply chains.
(vivian.yang@jd.com)
JDD Series: Upgrading Both Software and Hardware for the “Internet + Health” Business
