Managing digital servitization toward smart solutions : Framing the connections between technologies, business models, and ecosystems

annif.suggestionsbusiness models|digitalisation|innovations|digital technology|service production|Paridae|corporate strategies|technological development|business|autonomous ships|enen
annif.suggestions.linkshttp://www.yso.fi/onto/yso/p21761|http://www.yso.fi/onto/yso/p8692|http://www.yso.fi/onto/yso/p7903|http://www.yso.fi/onto/yso/p8567|http://www.yso.fi/onto/yso/p13221|http://www.yso.fi/onto/yso/p12447|http://www.yso.fi/onto/yso/p5156|http://www.yso.fi/onto/yso/p8956|http://www.yso.fi/onto/yso/p2439|http://www.yso.fi/onto/yso/p38329en
dc.contributor.authorKohtamäki, Marko
dc.contributor.authorRabetino, Rodrigo
dc.contributor.authorParida, Vinit
dc.contributor.authorSjödin, David
dc.contributor.authorHenneberg, Stephan
dc.contributor.departmentfi=Ei tutkimusalustaa|en=No platform|-
dc.contributor.facultyfi=Johtamisen yksikkö|en=School of Management|-
dc.contributor.orcidhttps://orcid.org/0000-0003-2094-7974-
dc.contributor.orcidhttps://orcid.org/0000-0001-8567-2559-
dc.contributor.orcidhttps://orcid.org/0000-0003-3255-414X-
dc.contributor.organizationfi=Vaasan yliopisto|en=University of Vaasa|
dc.date.accessioned2023-02-20T13:32:18Z
dc.date.accessioned2025-06-25T12:27:37Z
dc.date.available2025-06-24T22:00:04Z
dc.date.issued2022-06-24
dc.description.abstractThe present study extends the discussion on product manufacturers' digital servitization toward smart solutions by outlining and reviewing the existing literature on digital servitization and smart solutions. We focus on potential configurations based on technologies, business models, and ecosystems to understand how this transition can be managed through the process of reconfiguration. We define smart solutions as an advanced state of product-service-software systems, and we use moving vehicles as a case in point. We base our discussion on a configurational research approach, examining the role of advanced technologies (e.g., artificial intelligence), novel business models, and modern ecosystems (e.g., platforms and innovation ecosystems) in shaping digital servitization toward smart and autonomous solutions. We identify gaps in the literature, offer an analytical framework, suggest avenues for future research, and contribute by laying the theoretical foundations and proposing managerial directions for a digital servitization journey toward smart solutions. By so doing, we present the papers accepted to the current IMM special issue on “Moving toward autonomous solutions: The role of Product-Service-Software Systems”, which this review article introduces.-
dc.description.notification©2022 Elsevier. This manuscript version is made available under the Creative Commons Attribution–NonCommercial–NoDerivatives 4.0 International (CC BY–NC–ND 4.0) license, https://creativecommons.org/licenses/by-nc-nd/4.0/-
dc.description.reviewstatusfi=vertaisarvioimaton|en=nonPeerReviewed|-
dc.embargo.lift2025-06-24
dc.embargo.terms2025-06-24
dc.format.bitstreamtrue
dc.format.contentfi=kokoteksti|en=fulltext|-
dc.format.extent15-
dc.format.pagerange253-267-
dc.identifier.olddbid17782
dc.identifier.oldhandle10024/15253
dc.identifier.urihttps://osuva.uwasa.fi/handle/11111/267
dc.identifier.urnURN:NBN:fi-fe2023022027857-
dc.language.isoeng-
dc.publisherElsevier-
dc.relation.doi10.1016/j.indmarman.2022.06.010-
dc.relation.funderVINNOVA-
dc.relation.funderNorges Forskningsråd-
dc.relation.funderFinnish Academy-
dc.relation.ispartofjournalIndustrial Marketing Management-
dc.relation.issn1873-2062-
dc.relation.issn0019-8501-
dc.relation.urlhttps://doi.org/10.1016/j.indmarman.2022.06.010-
dc.relation.volume105-
dc.rightsCC BY-NC-ND 4.0-
dc.source.identifierWOS:000838703300008-
dc.source.identifierScopus:85135885254-
dc.source.identifierhttps://osuva.uwasa.fi/handle/10024/15253
dc.subjectArtificial intelligence (AI) and autonomous solutions-
dc.subjectBusiness model configurations and business model innovation-
dc.subjectDigital servitization-
dc.subjectPlatforms and sustainability-
dc.subjectSmart product-service systems (PSS) and smart solutions-
dc.subject.disciplinefi=Strateginen johtaminen|en=Strategic Management|-
dc.titleManaging digital servitization toward smart solutions : Framing the connections between technologies, business models, and ecosystems-
dc.type.okmfi=B1 Kirjoitus tieteellisessä aikakauslehdessä|en=B1 Non-refereed journal article|sv=B1 Inlägg i en vetenskaplig tidskrift|-
dc.type.publicationarticle-
dc.type.versionacceptedVersion-

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