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Beyond efficiency: Revisiting AI platforms, servitization and power relations from a critical perspective

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  • Canboy, Başak
  • Khlif, Wafa

Abstract

This study examines the evolving power dynamics within servitization ecosystems, and especially the role of AI platform providers in them. Drawing on French and Raven's (1959) bases of power, as well as resource dependence theory, we propose a conceptual model that shows how AI providers centralize control and reshape power relations. As AI integrates into servitization, providers leverage informational and expert power through data management and algorithmic expertise, alongside legitimate and referent power, to influence behaviours, promote risk-taking, foster dependency, and establish themselves as central authorities setting standards and norms. They further exploit coercive and reward power to impose conditions and offer incentives that deepen platform reliance, ultimately dominating the ecosystem and establishing a quasi-monopolistic position. We enrich the servitization literature by challenging the prevailing view that AI adoption benefits downstream manufacturers.

Suggested Citation

  • Canboy, Başak & Khlif, Wafa, 2025. "Beyond efficiency: Revisiting AI platforms, servitization and power relations from a critical perspective," International Journal of Production Economics, Elsevier, vol. 282(C).
  • Handle: RePEc:eee:proeco:v:282:y:2025:i:c:s0925527325000350
    DOI: 10.1016/j.ijpe.2025.109550
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    1. Youngjin Yoo & Richard J. Boland & Kalle Lyytinen & Ann Majchrzak, 2012. "Organizing for Innovation in the Digitized World," Organization Science, INFORMS, vol. 23(5), pages 1398-1408, October.
    2. Robert Audi & Tim Loughran & Bill McDonald, 2016. "Trust, but Verify: MD&A Language and the Role of Trust in Corporate Culture," Journal of Business Ethics, Springer, vol. 139(3), pages 551-561, December.
    3. Bustinza, Oscar F. & Lafuente, Esteban & Rabetino, Rodrigo & Vaillant, Yancy & Vendrell-Herrero, Ferran, 2019. "Make-or-buy configurational approaches in product-service ecosystems and performance," Journal of Business Research, Elsevier, vol. 104(C), pages 393-401.
    4. Storbacka, Kaj & Brodie, Roderick J. & Böhmann, Tilo & Maglio, Paul P. & Nenonen, Suvi, 2016. "Actor engagement as a microfoundation for value co-creation," Journal of Business Research, Elsevier, vol. 69(8), pages 3008-3017.
    5. Fosso Wamba, Samuel & Bawack, Ransome Epie & Guthrie, Cameron & Queiroz, Maciel M. & Carillo, Kevin Daniel André, 2021. "Are we preparing for a good AI society? A bibliometric review and research agenda," Technological Forecasting and Social Change, Elsevier, vol. 164(C).
    6. Nambisan, Satish & Wright, Mike & Feldman, Maryann, 2019. "The digital transformation of innovation and entrepreneurship: Progress, challenges and key themes," Research Policy, Elsevier, vol. 48(8), pages 1-1.
    7. Michael G. Jacobides & Stefano Brusoni & Francois Candelon, 2021. "The Evolutionary Dynamics of the Artificial Intelligence Ecosystem," Strategy Science, INFORMS, vol. 6(4), pages 412-435, December.
    8. Valérie Mathieu, 2001. "Service strategies within the manufacturing sector: benefits, costs and partnership," Post-Print hal-01796269, HAL.
    9. Hoyer, Wayne D. & Kroschke, Mirja & Schmitt, Bernd & Kraume, Karsten & Shankar, Venkatesh, 2020. "Transforming the Customer Experience Through New Technologies," Journal of Interactive Marketing, Elsevier, vol. 51(C), pages 57-71.
    10. Bernardo Nicoletti & Andrea Appolloni, 2023. "Artificial Intelligence for the Management of Servitization 5.0," Sustainability, MDPI, vol. 15(14), pages 1-13, July.
    11. François Fulconis & Raphael Lissillour, 2021. "Toward a behavioral approach of international shipping: a study of the inter-organisational dynamics of maritime safety," Journal of Shipping and Trade, Springer, vol. 6(1), pages 1-23, December.
    12. Sjödin, David & Parida, Vinit & Palmié, Maximilian & Wincent, Joakim, 2021. "How AI capabilities enable business model innovation: Scaling AI through co-evolutionary processes and feedback loops," Journal of Business Research, Elsevier, vol. 134(C), pages 574-587.
    13. Filipe M. Santos & Kathleen M. Eisenhardt, 2005. "Organizational Boundaries and Theories of Organization," Organization Science, INFORMS, vol. 16(5), pages 491-508, October.
    14. Hannigan, Timothy R. & McCarthy, Ian P. & Spicer, André, 2024. "Beware of botshit: How to manage the epistemic risks of generative chatbots," Business Horizons, Elsevier, vol. 67(5), pages 471-486.
    15. Russell W. Coff, 1999. "When Competitive Advantage Doesn't Lead to Performance: The Resource-Based View and Stakeholder Bargaining Power," Organization Science, INFORMS, vol. 10(2), pages 119-133, April.
    16. Rabetino, Rodrigo & Kohtamäki, Marko & Gebauer, Heiko, 2017. "Strategy map of servitization," International Journal of Production Economics, Elsevier, vol. 192(C), pages 144-156.
    17. Dalenogare, Lucas Santos & Le Dain, Marie-Anne & Ayala, Néstor F. & Pezzotta, Giuditta & Frank, Alejandro G., 2023. "Building digital servitization ecosystems: An analysis of inter-firm collaboration types and social exchange mechanisms among actors," Technovation, Elsevier, vol. 124(C).
    18. Akbar Zaheer & N. Venkatraman, 1995. "Relational governance as an interorganizational strategy: An empirical test of the role of trust in economic exchange," Strategic Management Journal, Wiley Blackwell, vol. 16(5), pages 373-392.
    19. Lucas Santos Dalenogare & Marie-Anne Le Dain & Guilherme Benitez & Néstor Ayala & Alejandro Frank, 2022. "Multichannel digital service delivery and service ecosystems: The role of data integration within Smart Product-Service Systems," Post-Print hal-04811446, HAL.
    20. Jarryd Daymond & Eric Knight & Maria Rumyantseva & Steven Maguire, 2023. "Managing ecosystem emergence and evolution: Strategies for ecosystem architects," Strategic Management Journal, Wiley Blackwell, vol. 44(4), pages 1-27, April.
    21. Opresnik, David & Taisch, Marco, 2015. "The value of Big Data in servitization," International Journal of Production Economics, Elsevier, vol. 165(C), pages 174-184.
    22. Melissa Archpru Akaka & Stephen L. Vargo, 2014. "Technology as an operant resource in service (eco)systems," Information Systems and e-Business Management, Springer, vol. 12(3), pages 367-384, August.
    23. Sjödin, David & Parida, Vinit & Kohtamäki, Marko, 2023. "Artificial intelligence enabling circular business model innovation in digital servitization: Conceptualizing dynamic capabilities, AI capacities, business models and effects," Technological Forecasting and Social Change, Elsevier, vol. 197(C).
    24. Kohtamäki, Marko & Parida, Vinit & Oghazi, Pejvak & Gebauer, Heiko & Baines, Tim, 2019. "Digital servitization business models in ecosystems: A theory of the firm," Journal of Business Research, Elsevier, vol. 104(C), pages 380-392.
    25. Kwang O. Park & Hwalsik Chang & Dae Hyun Jung, 2017. "How Do Power Type and Partnership Quality Affect Supply Chain Management Performance?," Sustainability, MDPI, vol. 9(1), pages 1-16, January.
    26. Florence Rodhain, 2019. "La nouvelle religion du numérique. Le numérique est-il écoloique ?," Post-Print hal-02377847, HAL.
    27. Helfat, Constance E. & Raubitschek, Ruth S., 2018. "Dynamic and integrative capabilities for profiting from innovation in digital platform-based ecosystems," Research Policy, Elsevier, vol. 47(8), pages 1391-1399.
    28. Michael G. Jacobides & Carmelo Cennamo & Annabelle Gawer, 2018. "Towards a theory of ecosystems," Strategic Management Journal, Wiley Blackwell, vol. 39(8), pages 2255-2276, August.
    29. Razmdoost, Kamran & Alinaghian, Leila & Smyth, Hedley J., 2019. "Multiplex value cocreation in unique service exchanges," Journal of Business Research, Elsevier, vol. 96(C), pages 277-286.
    30. Mosch, Philipp & Schweikl, Stefan & Obermaier, Robert, 2021. "Trapped in the supply chain? Digital servitization strategies and power relations in the case of an industrial technology supplier," International Journal of Production Economics, Elsevier, vol. 236(C).
    31. Kolagar, Milad & Parida, Vinit & Sjödin, David, 2022. "Ecosystem transformation for digital servitization: A systematic review, integrative framework, and future research agenda," Journal of Business Research, Elsevier, vol. 146(C), pages 176-200.
    32. Dalenogare, Lucas Santos & Le Dain, Marie-Anne & Benitez, Guilherme B. & Ayala, Néstor F. & Frank, Alejandro G., 2022. "Multichannel digital service delivery and service ecosystems: The role of data integration within Smart Product-Service Systems," Technological Forecasting and Social Change, Elsevier, vol. 183(C).
    33. Lucas Santos Dalenogare & Marie-Anne Le Dain & Néstor Ayala & Giuditta Pezzotta & Alejandro Frank, 2023. "Building digital servitization ecosystems: An analysis of inter-firm collaboration types and social exchange mechanisms among actors," Post-Print hal-04811390, HAL.
    34. Jovanovic, Marin & Sjödin, David & Parida, Vinit, 2022. "Co-evolution of platform architecture, platform services, and platform governance: Expanding the platform value of industrial digital platforms," Technovation, Elsevier, vol. 118(C).
    35. Baraldi, Enrico & Gressetvold, Espen & Harrison, Debbie, 2012. "Resource interaction in inter-organizational networks: Foundations, comparison, and a research agenda," Journal of Business Research, Elsevier, vol. 65(2), pages 266-276.
    36. Cosimo Barbieri & Mario Rapaccini & Federico Adrodegari & Nicola Saccani & Giulia Baccarin, 2021. "The Role of AI Platforms for the Servitization of Manufacturing Companies," Progress in IS, in: Shaun West & Jürg Meierhofer & Christopher Ganz (ed.), Smart Services Summit, pages 95-104, Springer.
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