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<titleInfo><title>Still no smart service? A review of technical barriers to smart service adoption in the GenAI era</title></titleInfo>


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<name type="personal">
  <namePart type="given">Tim</namePart>
  <namePart type="family">Heuwinkel</namePart>
  <role><roleTerm type="text">author</roleTerm> </role></name>
<name type="personal">
  <namePart type="given">Julian</namePart>
  <namePart type="family">Weller</namePart>
  <role><roleTerm type="text">author</roleTerm> </role></name>
<name type="personal">
  <namePart type="given">Stefan</namePart>
  <namePart type="family">Gabriel</namePart>
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<name type="personal">
  <namePart type="given">Christian</namePart>
  <namePart type="family">Kürpick</namePart>
  <role><roleTerm type="text">author</roleTerm> </role></name>
<name type="personal">
  <namePart type="given">Roman</namePart>
  <namePart type="family">Dumitrescu</namePart>
  <role><roleTerm type="text">author</roleTerm> </role><identifier type="local">16190</identifier></name>







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<abstract lang="eng">&lt;jats:title&gt;ABSTRACT:&lt;/jats:title&gt;
                  &lt;jats:p&gt;OEMs are shifting from product-centric offerings toward smart services, but adoption is still hindered by technical development barriers. We conduct a systematic literature review of peer-reviewed studies with original industrial evidence and identify eight barrier categories across data, semantics, integration, governance and modularity. We map them onto a smart-service architecture and key analytics roles, and relate them to GenAI building blocks such as LLMs and knowledge graphs, outlining a research agenda for overcoming technical barriers towards scalable OEM smart service development.&lt;/jats:p&gt;</abstract>

<originInfo><publisher>Cambridge University Press (CUP)</publisher><dateIssued encoding="w3cdtf">2026</dateIssued>
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<language><languageTerm authority="iso639-2b" type="code">eng</languageTerm>
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<relatedItem type="host"><titleInfo><title>Proceedings of the Design Society</title></titleInfo>
  <identifier type="issn">2732-527X</identifier><identifier type="doi">10.1017/pds.2026.10592</identifier>
<part><detail type="volume"><number>6</number></detail><extent unit="pages">2343-2352</extent>
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<mla>Heuwinkel, Tim, et al. “Still No Smart Service? A Review of Technical Barriers to Smart Service Adoption in the GenAI Era.” &lt;i&gt;Proceedings of the Design Society&lt;/i&gt;, vol. 6, Cambridge University Press (CUP), 2026, pp. 2343–52, doi:&lt;a href=&quot;https://doi.org/10.1017/pds.2026.10592&quot;&gt;10.1017/pds.2026.10592&lt;/a&gt;.</mla>
<ama>Heuwinkel T, Weller J, Gabriel S, Kürpick C, Dumitrescu R. Still no smart service? A review of technical barriers to smart service adoption in the GenAI era. &lt;i&gt;Proceedings of the Design Society&lt;/i&gt;. 2026;6:2343-2352. doi:&lt;a href=&quot;https://doi.org/10.1017/pds.2026.10592&quot;&gt;10.1017/pds.2026.10592&lt;/a&gt;</ama>
<bibtex>@article{Heuwinkel_Weller_Gabriel_Kürpick_Dumitrescu_2026, title={Still no smart service? A review of technical barriers to smart service adoption in the GenAI era}, volume={6}, DOI={&lt;a href=&quot;https://doi.org/10.1017/pds.2026.10592&quot;&gt;10.1017/pds.2026.10592&lt;/a&gt;}, journal={Proceedings of the Design Society}, publisher={Cambridge University Press (CUP)}, author={Heuwinkel, Tim and Weller, Julian and Gabriel, Stefan and Kürpick, Christian and Dumitrescu, Roman}, year={2026}, pages={2343–2352} }</bibtex>
<apa>Heuwinkel, T., Weller, J., Gabriel, S., Kürpick, C., &amp;#38; Dumitrescu, R. (2026). Still no smart service? A review of technical barriers to smart service adoption in the GenAI era. &lt;i&gt;Proceedings of the Design Society&lt;/i&gt;, &lt;i&gt;6&lt;/i&gt;, 2343–2352. &lt;a href=&quot;https://doi.org/10.1017/pds.2026.10592&quot;&gt;https://doi.org/10.1017/pds.2026.10592&lt;/a&gt;</apa>
<ieee>T. Heuwinkel, J. Weller, S. Gabriel, C. Kürpick, and R. Dumitrescu, “Still no smart service? A review of technical barriers to smart service adoption in the GenAI era,” &lt;i&gt;Proceedings of the Design Society&lt;/i&gt;, vol. 6, pp. 2343–2352, 2026, doi: &lt;a href=&quot;https://doi.org/10.1017/pds.2026.10592&quot;&gt;10.1017/pds.2026.10592&lt;/a&gt;.</ieee>
<short>T. Heuwinkel, J. Weller, S. Gabriel, C. Kürpick, R. Dumitrescu, Proceedings of the Design Society 6 (2026) 2343–2352.</short>
<chicago>Heuwinkel, Tim, Julian Weller, Stefan Gabriel, Christian Kürpick, and Roman Dumitrescu. “Still No Smart Service? A Review of Technical Barriers to Smart Service Adoption in the GenAI Era.” &lt;i&gt;Proceedings of the Design Society&lt;/i&gt; 6 (2026): 2343–52. &lt;a href=&quot;https://doi.org/10.1017/pds.2026.10592&quot;&gt;https://doi.org/10.1017/pds.2026.10592&lt;/a&gt;.</chicago>
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