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Open AccessArticle
Reducing Risks in Design Outsourcing of Complex Systems via Prototyping
by
Jiayi Zu
Jiayi Zu *,
Ke Sun
Ke Sun and
Songlin Chen
Songlin Chen
School of Mechanical and Aerospace Engineering, Nanyang Technological University, Singapore 639798, Singapore
*
Author to whom correspondence should be addressed.
Systems 2026, 14(6), 660; https://doi.org/10.3390/systems14060660 (registering DOI)
Submission received: 2 February 2026
/
Revised: 19 March 2026
/
Accepted: 12 April 2026
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Published: 8 June 2026
Abstract
For the design and production of complex systems, manufacturers are increasingly favoring design outsourcing to obtain external expertise and innovation. The inherent risk in design outsourcing, unlike traditional production outsourcing that caters to detailed specifications, stems from its incomplete contracting nature. This paper focuses on the transaction risk between customers and design contractors, which hampers both parties from benefitting from the contract and obtaining mutual benefits. Prototyping, commonly used for eliciting customer requirements and estimating manufacturing costs, is interpreted in this paper as a means of risk reduction and modeled via a Bayesian estimation process. A quantitative risk model is subsequently developed to investigate the investment decision upon prototyping, taking into consideration the fidelity and cost of the prototype. This paper provides a decision framework for practitioners to understand and manage transaction risks in the design outsourcing of complex systems.
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MDPI and ACS Style
Zu, J.; Sun, K.; Chen, S.
Reducing Risks in Design Outsourcing of Complex Systems via Prototyping. Systems 2026, 14, 660.
https://doi.org/10.3390/systems14060660
AMA Style
Zu J, Sun K, Chen S.
Reducing Risks in Design Outsourcing of Complex Systems via Prototyping. Systems. 2026; 14(6):660.
https://doi.org/10.3390/systems14060660
Chicago/Turabian Style
Zu, Jiayi, Ke Sun, and Songlin Chen.
2026. "Reducing Risks in Design Outsourcing of Complex Systems via Prototyping" Systems 14, no. 6: 660.
https://doi.org/10.3390/systems14060660
APA Style
Zu, J., Sun, K., & Chen, S.
(2026). Reducing Risks in Design Outsourcing of Complex Systems via Prototyping. Systems, 14(6), 660.
https://doi.org/10.3390/systems14060660
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