Publication Type
PhD Dissertation
Version
publishedVersion
Publication Date
3-2025
Abstract
Manufacturing is a cornerstone of national economic health and social stability, yet it faces challenges such as declining profits, rising labor costs, and an aging workforce. In China, the manufacturing sector is undergoing a critical transformation, driven by technological advancements like artificial intelligence (AI) and the push for intelligent manufacturing. This study explores how AI revitalizes the manufacturing sector by enhancing enterprise productivity and reshaping labor demand, with a focus on quality inspection processes. Using a leading bearing factory as a case study, the research employs econometric models, A/B testing, and interviews to quantify AI’s impact on production efficiency, costs, and labor market. The findings reveal that AI-driven manufacturing significantly improves enterprise productivity, improve accuracy and reducing costs, while also prompting structural shifts in the labor market, necessitating upskilling and retraining. The study highlights the dual role of AI in driving enterprise productivity and transforming labor demand, emphasizing the need for balanced strategies to maximize technological benefits and mitigate social challenges.
Keywords
Intelligent Manufacturing, Artificial Intelligence, Enterprise Productivity, Labor Demand, Technological Innovation, Industrial Transformation
Degree Awarded
SMU-SJTU Doctor of Business Administration
Discipline
Artificial Intelligence and Robotics | Entrepreneurial and Small Business Operations
Supervisor(s)
LIM, Yun Fong
First Page
1
Last Page
111
Publisher
Singapore Management University
City or Country
Singapore
Citation
GU, Jie.
Exploring intelligent manufacturing: How artificial intelligence affects productivity and labor demand at the enterprise level. (2025). 1-111.
Available at: https://ink.library.smu.edu.sg/etd_coll/725
Copyright Owner and License
Author
Creative Commons License

This work is licensed under a Creative Commons Attribution-NonCommercial-No Derivative Works 4.0 International License.
Included in
Artificial Intelligence and Robotics Commons, Entrepreneurial and Small Business Operations Commons