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Systems Intelligence in Manufacturing Small and Medium-Sized Enterprises’ Networks

Format: Papers, RSD15, Topic: Cases & Practice, Topic: Economics & Orgs

Satu Jumisko-Pyykkö, Sanna Nieminen, Kirsi Kemell, Mikko Seppälä, and Satu Honkanen

Systems Intelligence (SI) takes a systemic, bottom-up, pragmatic, behavioural, and interactional approach to human systems. It has a positive association with system outcomes such as performance, learning, and wellbeing. Previous research on SI has been conducted in different systems at the individual, team, and organisational levels and in multiple disciplines, confirming the widespread existence of the phenomenon. However, SI in SMEs’ networks has not received much previous research attention. The goal of this study was to explore the existence and characteristics of SI in manufacturing SMEs’ networks. The data were gathered through 12 semi-structured group interviews with core team members and key personnel from manufacturing SMEs. We conducted hybrid thematic analysis to categorise the data according to eight established SI factors. Our results reinforce the existing SI factors and extend them with context-specific features. This study offers a new SI lens for viewing manufacturing SMEs’ networks and a tangible framework for academics and practitioners.

Keywords: systems intelligence, network agency, manufacturing, SMEs

RSD15 advance online publications

Citation (APA 7)
Jumisko-Pyykkö, S., Nieminen, S., Kemell, K., Seppälä, M., & Honkanen, S. (2026). Systems intelligence in manufacturing small and medium-sized enterprises’ networks. Proceedings of Relating Systems Thinking and Design, RSD15. Article PAP-115. https://rsdsymposium.org/systems-intelligence-in-manufacturing-small/

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Citation Data

Author(s): Satu Jumisko-Pyykkö, Sanna Nieminen, Kirsi Kemell, Mikko Seppälä, and Satu Honkanen
Year: 2026
Title: Systems Intelligence in Manufacturing Small and Medium-Sized Enterprises’ Networks
Published in: Proceedings of Relating Systems Thinking and Design
Volume: RSD15
Article No.: PAP-115
Post URL: https://rsdsymposium.org/https://rsdsymposium.org/systems-intelligence-in-manufacturing-small/systems-intelligence-in-manufacturing-small
Host: Politecnico di Torino
Location: Turin & online
Symposium Dates: October 8–16, 2026
First published: 24 September 2026
Updated: 24 September 2026
Publisher Identification: ISSN 2371-8404