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In addition to research papers, the Design Society is developing several valuable resources for those interested in the study of design. These include a repository of PhD theses, a library of case studies and transcripts of design activities, and an archive of our newsletters. Please note that these resources are accessible exclusively to Design Society members.

From models to impact: a human-AI approach for effective support of collaborative teams in agile product development

Ognevoj, Roman (1); Musawi, Anusch (2); Bugueno, Milenko (1); Busch, Marcel (2); Batora, Mona (2); Ritzer, Katharina (2); Bursac, Nikola (2); Paetzold-Byhain, Kristin (1)

Type:
Papers
DS 145: Proceedings of the DESIGN2026 19th International Design Conference
Year:
2026
Editor:
Štorga, M.; Škec, S.; Martinec, T.; Marjanović, D.; Pavković, N.
Author:
Ognevoj, Roman (1); Musawi, Anusch (2); Bugueno, Milenko (1); Busch, Marcel (2); Batora, Mona (2); Ritzer, Katharina (2); Bursac, Nikola (2); Paetzold-Byhain, Kristin (1)
Series:
DESIGN
Institution:
1: Chair of Virtual Product Development, Dresden University of Technology, Germany; 2: ISEM - Institute for Smart Engineering and Machine Elements, Hamburg University of Technology, Germany
Page(s):
267-276
DOI number:
10.1017/pds.2026.10385
ISSN:
2732-527X (Online)
Abstract:
Agile teams often encounter obstacles in systematically identifying the underlying root causes of collaboration challenges and deriving effective countermeasures. Grounded in the Design Research Methodology, this study investigates a hybrid AI-human approach for targeted generation of problem-specific reference and impact models to enhance systematic improvement in agile product development. A structured workflow integrates AI capabilities (e.g. scaffolding, consistency) and expert knowledge (causality, context), while a three-stage review ensures methodological rigor and result reliability.
Keywords:
agile development, artificial intelligence (AI), network analysis, reference model, impact model
DESIGN2026 - The 19th International Design Conference
Conferences

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