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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.

Reframing AI readiness: a multi-dimensional use case-centered AI readiness framework

Müller, Benedikt; Roth, Daniel; Kreimeyer, Matthias

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:
Müller, Benedikt; Roth, Daniel; Kreimeyer, Matthias
Series:
DESIGN
Institution:
University of Stuttgart, Germany
Page(s):
2473-2482
DOI number:
10.1017/pds.2026.10605
ISSN:
2732-527X (Online)
Abstract:
A technology-oriented approach to AI predominates in research and practice, yet despite a high level of technological readiness, projects often fail due to poor domain-specific problem framing and data quality in early-stage AI system development. This contribution conducts an analysis of existing AI-related readiness models, to identify gaps in addressing these factors. The use case-centered AI readiness level framework is proposed on the basis of these findings – a unified, evidence-based model that links problem, data, and technology readiness across planning and implementation stages.
Keywords:
artificial intelligence (AI), technology development, socio-technical systems, technology readiness, interdisciplinary AI system development
DESIGN2026 - The 19th International Design Conference
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