Content area

Abstract

Handling preliminary information appropriately is a critical challenge for many aspects of systems engineering design. The topic is gaining renewed visibility due to the expanding possibilities to apply AI to preliminary information to support systems design, engineering, and management. However, there are few empirical studies of the practicalities of handling immature information and there is a lack of concretely developed, empirically evaluated, and practical approaches for clarifying information maturity levels, needed to ensure such information is appropriately used. This article addresses the gap, contributing new insight into how immature information is handled in industrial practice that is derived from interviews with 15 engineering and product development professionals from 5 companies. Thematic analysis reveals how practitioners work with preliminary information and where they require support. A solution was developed to address the empirically identified needs. In 5 follow-up interviews, practitioner feedback on this concept demonstrator was supportive. The main result of this research, in addition to the insights into practice, is a practical maturity grid-based assessment system that can help the providers of preliminary information self-assess and communicate information maturity levels. The assessments may be stored alongside the information and may be aggregated and visualised in CAD, augmented reality, or a range of charts to make information maturity visible and hence allow it to be more deliberately considered and managed. Implications of this research include that managers should promote greater awareness and discussion of preliminary information’s maturity and should introduce structured processes to track and manage the maturity of key information as it is progressively developed. The detailed maturity grids presented in this article may provide a foundation for such processes and can be adapted for particular situations.

Details

1009240
Business indexing term
Title
Handling Preliminary Engineering Information: An Interview Study and Practical Approach for Clarifying Information Maturity
Author
Brinkmann, Jens T 1   VIAFID ORCID Logo  ; Wynn, David C 2   VIAFID ORCID Logo 

 Department of Mechanical and Mechatronics Engineering, University of Auckland (Alumnus), Auckland 1010, New Zealand; [email protected] 
 Department of Integrated Design, Interdisciplinary Research Center for Smart Mobility and Logistics, King Fahd University of Petroleum and Minerals, Dhahran 31261, Saudi Arabia 
Publication title
Systems; Basel
Volume
13
Issue
8
First page
674
Number of pages
40
Publication year
2025
Publication date
2025
Publisher
MDPI AG
Place of publication
Basel
Country of publication
Switzerland
Publication subject
e-ISSN
20798954
Source type
Scholarly Journal
Language of publication
English
Document type
Journal Article
Publication history
 
 
Online publication date
2025-08-08
Milestone dates
2025-06-15 (Received); 2025-08-06 (Accepted)
Publication history
 
 
   First posting date
08 Aug 2025
ProQuest document ID
3244064427
Document URL
https://www.proquest.com/scholarly-journals/handling-preliminary-engineering-information/docview/3244064427/se-2?accountid=208611
Copyright
© 2025 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
Last updated
2025-08-27
Database
ProQuest One Academic