Managerial practices shaping the transformation towards artificial intelligence-enabled product–service systems

dc.contributor.authorKohtamäki, Marko
dc.contributor.authorBrekke, Thomas
dc.contributor.authorNaeem, Rimsha
dc.contributor.authorSjödin, David
dc.contributor.authorParida, Vinit
dc.date.accessioned2025-12-10T09:03:00Z
dc.date.issued2025
dc.description.abstractThis study explores the management of the emergence of artificial intelligence (AI)-enabled product–service systems (PSS) that facilitate a manufacturer's transition toward autonomous solutions. We use a case study involving a leading manufacturer actively developing autonomous and integrated solutions while incorporating AI into product–service systems (PSS) from 2015 to 2022. The study contributes to the digital servitization literature in two ways. First, the study merges AI into product–service systems through a multi-layered path model, which includes layers such as AI-enabled PSS, AI-related PSS technologies, and AI-related PSS ecosystem partnerships. Second, the study identifies managerial practices of strategizing, evangelizing, and routinizing to create AI-enabled PSS, providing guidance for managers planning to merge AI into their product–service systems. The study outlines a research agenda for future AI-enabled PSS. Additionally, it gives managers a framework to understand how to pursue the transition journey.en
dc.description.notification© 2025 The Authors. Published by Elsevier B.V. This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
dc.description.reviewstatusvertaisarvioitufi
dc.identifier.urihttps://osuva.uwasa.fi/handle/11111/19393
dc.identifier.urnURN:NBN:fi-fe20251210116845
dc.language.isoen
dc.publisherElsevier
dc.publisher.countryNETHERLANDS
dc.relation.doihttps://doi.org/10.1016/j.ijpe.2025.109658
dc.relation.ispartofjournalInternational journal of production economics
dc.relation.issn1873-7579
dc.relation.issn0925-5273
dc.relation.issn0925-5273
dc.relation.urlhttps://doi.org/10.1016/j.ijpe.2025.109658
dc.relation.urlhttps://urn.fi/URN:NBN:fi-fe20251210116845
dc.relation.volume286
dc.rightshttps://creativecommons.org/licenses/by/4.0/
dc.source.identifierWOS:001486155900001
dc.source.identifier2-s2.0-105003992956
dc.source.identifierd3ea07cf-ef94-4e80-bca6-de7ed2c4c49d
dc.source.metadataSoleCRIS
dc.subject.disciplineStrategic Managementen
dc.subject.disciplineStrateginen johtaminenfi
dc.subject.disciplineStrategic Managementen
dc.subject.disciplineStrateginen johtaminenfi
dc.titleManagerial practices shaping the transformation towards artificial intelligence-enabled product–service systems
dc.type.okmA1 Journal article (peer-reviewed)en
dc.type.okmA1 Alkuperäisartikkeli tieteellisessä aikakauslehdessä (vertaisarvioitu)fi
dc.type.publicationarticle
dc.type.versionpublishedVersion

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