Reducing Risks in Design Outsourcing of Complex Systems via Prototyping

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.

Authors

Institutions

Publication Details

Journal
Systems
Published
2026-06-08
DOI
https://doi.org/10.3390/systems14060660
Primary Topic
Product Development and Customization
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Reducing Risks in Design Outsourcing of Complex Systems via Prototyping

Ke Sun, Chen Songlin, Jiayi Zu
Systems
Product Development and Customization
article

Reducing Risks in Design Outsourcing of Complex Systems via Prototyping

Ke Sun, Chen Songlin, Jiayi Zu
article en

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.

SystemsVol. 14(6)
Nanyang Technological University (SG)
Industry, innovation and infrastructure
Openalex Percentile: Top 4%
Product Development and Customization
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Reducing Risks in Design Outsourcing of Complex Systems via Prototyping — Ke Sun, Chen Songlin, et al. · Systems (2026) | TGRS Research Map | TGRS