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A framework for AI-powered service innovation capability: Review and agenda for future research

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  • Akter, Shahriar
  • Hossain, Md Afnan
  • Sajib, Shahriar
  • Sultana, Saida
  • Rahman, Mahfuzur
  • Vrontis, Demetris
  • McCarthy, Grace

Abstract

Artificial intelligence (AI)-powered service innovation (e.g., OpenAI's ChatGPT, Google's Bard and Microsoft's Sydney) has become one of the most significant determinants of firms' success in the Fourth Industrial Revolution. However, extant studies on this topic show that research studies hitherto have been ad-hoc, lacking a conceptual framework for the strategic management of AI-powered service innovation capability in dynamic markets. Thus, this study synthesises the current body of knowledge, proposes a framework, and develops an agenda to advance our knowledge. The findings reveal: (1) AI-market capability relates to customer orientation, industry orientation, and cross-functional orientation; (2) AI-infrastructure capability relates to data, business models, and ecosystem; and (3) AI-management capability relates to AI-orientation, organisational learning, and AI ethics which are crucial determinants of forming AI-powered service innovation capability. These capabilities for the strategic management of AI-powered service innovations play an essential role in achieving organizational agility and competitive advantage.

Suggested Citation

  • Akter, Shahriar & Hossain, Md Afnan & Sajib, Shahriar & Sultana, Saida & Rahman, Mahfuzur & Vrontis, Demetris & McCarthy, Grace, 2023. "A framework for AI-powered service innovation capability: Review and agenda for future research," Technovation, Elsevier, vol. 125(C).
    • Handle: RePEc:eee:techno:v:125:y:2023:i:c:s0166497223000792
    DOI: 10.1016/j.technovation.2023.102768
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    1. Donthu, Naveen & Kumar, Satish & Mukherjee, Debmalya & Pandey, Nitesh & Lim, Weng Marc, 2021. "How to conduct a bibliometric analysis: An overview and guidelines," Journal of Business Research, Elsevier, vol. 133(C), pages 285-296.
    2. Felipe, Carmen M. & Roldán, José L. & Leal-Rodríguez, Antonio L., 2016. "An explanatory and predictive model for organizational agility," Journal of Business Research, Elsevier, vol. 69(10), pages 4624-4631.
    3. Ganguly, Anirban & Nilchiani, Roshanak & Farr, John V., 2009. "Evaluating agility in corporate enterprises," International Journal of Production Economics, Elsevier, vol. 118(2), pages 410-423, April.
    4. Shahriar Akter & Samuel Fosso Wamba, 2016. "Big data analytics in E-commerce: a systematic review and agenda for future research," Electronic Markets, Springer;IIM University of St. Gallen, vol. 26(2), pages 173-194, May.
    5. Christofi, Michael & Pereira, Vijay & Vrontis, Demetris & Tarba, Shlomo & Thrassou, Alkis, 2021. "Agility and flexibility in international business research: A comprehensive review and future research directions," Journal of World Business, Elsevier, vol. 56(3).
    6. Utterback, James M & Abernathy, William J, 1975. "A dynamic model of process and product innovation," Omega, Elsevier, vol. 3(6), pages 639-656, December.
    7. Jon Truby, 2020. "Governing Artificial Intelligence to benefit the UN Sustainable Development Goals," Sustainable Development, John Wiley & Sons, Ltd., vol. 28(4), pages 946-959, July.
    8. Paul Shrivastava, 1983. "A Typology Of Organizational Learning Systems," Journal of Management Studies, Wiley Blackwell, vol. 20(1), pages 7-28, January.
    9. Hossain, Md Afnan & Akter, Shahriar & Yanamandram, Venkata, 2020. "Revisiting customer analytics capability for data-driven retailing," Journal of Retailing and Consumer Services, Elsevier, vol. 56(C).
    10. Wendy K. Smith & Michael L. Tushman, 2005. "Managing Strategic Contradictions: A Top Management Model for Managing Innovation Streams," Organization Science, INFORMS, vol. 16(5), pages 522-536, October.
    11. Cao, Guangming & Duan, Yanqing & Edwards, John S. & Dwivedi, Yogesh K., 2021. "Understanding managers’ attitudes and behavioral intentions towards using artificial intelligence for organizational decision-making," Technovation, Elsevier, vol. 106(C).
    12. Hullova, Dusana & Simms, Christopher Don & Trott, Paul & Laczko, Pavel, 2019. "Critical capabilities for effective management of complementarity between product and process innovation: Cases from the food and drink industry," Research Policy, Elsevier, vol. 48(1), pages 339-354.
    13. Arun Rai, 2020. "Explainable AI: from black box to glass box," Journal of the Academy of Marketing Science, Springer, vol. 48(1), pages 137-141, January.
    14. Khanna, Tarun, 1995. "Racing behavior technological evolution in the high-end computer industry," Research Policy, Elsevier, vol. 24(6), pages 933-958, November.
    15. Debellis, Francesco & Rondi, Emanuela & Plakoyiannaki, Emmanuella & De Massis, Alfredo, 2021. "Riding the waves of family firm internationalization: A systematic literature review, integrative framework, and research agenda," Journal of World Business, Elsevier, vol. 56(1).
    16. Robert W. Palmatier & Mark B. Houston & John Hulland, 2018. "Review articles: purpose, process, and structure," Journal of the Academy of Marketing Science, Springer, vol. 46(1), pages 1-5, January.
    17. Felipe Thomaz & Carolina Salge & Elena Karahanna & John Hulland, 2020. "Learning from the Dark Web: leveraging conversational agents in the era of hyper-privacy to enhance marketing," Journal of the Academy of Marketing Science, Springer, vol. 48(1), pages 43-63, January.
    18. Kathleen M. Eisenhardt & Jeffrey A. Martin, 2000. "Dynamic capabilities: what are they?," Strategic Management Journal, Wiley Blackwell, vol. 21(10‐11), pages 1105-1121, October.
    19. Akter, Shahriar & Gunasekaran, Angappa & Wamba, Samuel Fosso & Babu, Mujahid Mohiuddin & Hani, Umme, 2020. "Reshaping competitive advantages with analytics capabilities in service systems," Technological Forecasting and Social Change, Elsevier, vol. 159(C).
    20. Tan, Si Ying & Taeihagh, Araz & Tripathi, Abhas, 2021. "Tensions and antagonistic interactions of risks and ethics of using robotics and autonomous systems in long-term care," Technological Forecasting and Social Change, Elsevier, vol. 167(C).
    21. Zhou, Steven S & Zhou, Abby J & Feng, Junzheng & Jiang, Shisong, 2019. "Dynamic capabilities and organizational performance: The mediating role of innovation," Journal of Management & Organization, Cambridge University Press, vol. 25(5), pages 731-747, September.
    22. Duan, Yanqing & Cao, Guangming & Edwards, John S., 2020. "Understanding the impact of business analytics on innovation," European Journal of Operational Research, Elsevier, vol. 281(3), pages 673-686.
    23. Kevin Zheng Zhou & Fang Wu, 2010. "Technological capability, strategic flexibility, and product innovation," Strategic Management Journal, Wiley Blackwell, vol. 31(5), pages 547-561, May.
    24. Rahul Kapoor & Shiva Agarwal, 2017. "Sustaining Superior Performance in Business Ecosystems: Evidence from Application Software Developers in the iOS and Android Smartphone Ecosystems," Organization Science, INFORMS, vol. 28(3), pages 531-551, June.
    25. Eric Overby & Anandhi Bharadwaj & V Sambamurthy, 2006. "Enterprise agility and the enabling role of information technology," European Journal of Information Systems, Taylor & Francis Journals, vol. 15(2), pages 120-131, April.
    26. Gabriela Bantau & Steven W. Rayburn, 2016. "Advanced information technology: transforming service innovation and design," The Service Industries Journal, Taylor & Francis Journals, vol. 36(13-14), pages 699-720, October.
    27. Lars Matysiak & Alan M. Rugman & Andreas Bausch, 2018. "Dynamic Capabilities of Multinational Enterprises: The Dominant Logics Behind Sensing, Seizing, and Transforming Matter!," Management International Review, Springer, vol. 58(2), pages 225-250, April.
    28. Côrte-Real, Nadine & Ruivo, Pedro & Oliveira, Tiago & Popovič, Aleš, 2019. "Unlocking the drivers of big data analytics value in firms," Journal of Business Research, Elsevier, vol. 97(C), pages 160-173.
    29. Thomas H. Davenport, 2018. "From analytics to artificial intelligence," Journal of Business Analytics, Taylor & Francis Journals, vol. 1(2), pages 73-80, July.
    30. Jeffrey A. Martin, 2011. "Dynamic Managerial Capabilities and the Multibusiness Team: The Role of Episodic Teams in Executive Leadership Groups," Organization Science, INFORMS, vol. 22(1), pages 118-140, February.
    31. Mariani, Marcello M. & Machado, Isa & Nambisan, Satish, 2023. "Types of innovation and artificial intelligence: A systematic quantitative literature review and research agenda," Journal of Business Research, Elsevier, vol. 155(PB).
    32. Sidney G. Winter, 2003. "Understanding dynamic capabilities," Strategic Management Journal, Wiley Blackwell, vol. 24(10), pages 991-995, October.
    33. Ming-Hui Huang & Roland T. Rust, 2021. "A strategic framework for artificial intelligence in marketing," Journal of the Academy of Marketing Science, Springer, vol. 49(1), pages 30-50, January.
    34. Nripendra P. Rana & Sheshadri Chatterjee & Yogesh K. Dwivedi & Shahriar Akter, 2022. "Understanding dark side of artificial intelligence (AI) integrated business analytics: assessing firm’s operational inefficiency and competitiveness," European Journal of Information Systems, Taylor & Francis Journals, vol. 31(3), pages 364-387, May.
    35. Sultana, Saida & Akter, Shahriar & Kyriazis, Elias, 2022. "How data-driven innovation capability is shaping the future of market agility and competitive performance?," Technological Forecasting and Social Change, Elsevier, vol. 174(C).
    36. Daniel Belanche & Luis V. Casaló & Carlos Flavián & Jeroen Schepers, 2020. "Service robot implementation: a theoretical framework and research agenda," The Service Industries Journal, Taylor & Francis Journals, vol. 40(3-4), pages 203-225, March.
    37. Henderson, Rebecca, 1995. "Of life cycles real and imaginary: The unexpectedly long old age of optical lithography," Research Policy, Elsevier, vol. 24(4), pages 631-643, July.
    38. Wenlong Sun & Olfa Nasraoui & Patrick Shafto, 2020. "Evolution and impact of bias in human and machine learning algorithm interaction," PLOS ONE, Public Library of Science, vol. 15(8), pages 1-39, August.
    39. Demirkan, Haluk & Spohrer, Jim, 2014. "Developing a framework to improve virtual shopping in digital malls with intelligent self-service systems," Journal of Retailing and Consumer Services, Elsevier, vol. 21(5), pages 860-868.
    40. Erik Brynjolfsson & Tom Mitchell & Daniel Rock, 2018. "What Can Machines Learn, and What Does It Mean for Occupations and the Economy?," AEA Papers and Proceedings, American Economic Association, vol. 108, pages 43-47, May.
    41. 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.
    42. Abdelkader Daghfous, 2004. "Knowledge management as an organisational innovation: an absorptive capacity perspective and a case study," International Journal of Innovation and Learning, Inderscience Enterprises Ltd, vol. 1(4), pages 409-422.
    43. David J. Teece, 2007. "Explicating dynamic capabilities: the nature and microfoundations of (sustainable) enterprise performance," Strategic Management Journal, Wiley Blackwell, vol. 28(13), pages 1319-1350, December.
    44. Helen Dickinson & Catherine Smith & Nicole Carey & Gemma Carey, 2021. "Exploring governance tensions of disruptive technologies: the case of care robots in Australia and New Zealand [A regulatory approach for the Australian Charities and Not‐ for‐profit Commission: A ," Policy and Society, Darryl S. Jarvis and M. Ramesh, vol. 40(2), pages 232-249.
    45. Per Carlborg & Daniel Kindström & Christian Kowalkowski, 2014. "The evolution of service innovation research: a critical review and synthesis," The Service Industries Journal, Taylor & Francis Journals, vol. 34(5), pages 373-398, March.
    46. Prieto, Isabel Mª & Revilla, Elena & Rodríguez-Prado, Beatriz, 2009. "Building dynamic capabilities in product development: How do contextual antecedents matter?," Scandinavian Journal of Management, Elsevier, vol. 25(3), pages 313-326, September.
    47. Borghi, Matteo & Mariani, Marcello M., 2021. "Service robots in online reviews: Online robotic discourse," Annals of Tourism Research, Elsevier, vol. 87(C).
    48. Maurizio Zollo & Sidney G. Winter, 2002. "Deliberate Learning and the Evolution of Dynamic Capabilities," Organization Science, INFORMS, vol. 13(3), pages 339-351, June.
    49. Richard Lynch, 2019. "Towards an Innovation Link between Dynamic Capabilities and Sustainability Strategy: Options for Emerging Market Companies," International Journal of Innovation and Technology Management (IJITM), World Scientific Publishing Co. Pte. Ltd., vol. 16(04), pages 1-12, June.
    50. Vrontis, Demetris & Christofi, Michael, 2021. "R&D internationalization and innovation: A systematic review, integrative framework and future research directions," Journal of Business Research, Elsevier, vol. 128(C), pages 812-823.
    51. Roland T. Rust & Ming-Hui Huang, 2014. "The Service Revolution and the Transformation of Marketing Science," Marketing Science, INFORMS, vol. 33(2), pages 206-221, March.
    52. Dhruv Grewal & John Hulland & Praveen K. Kopalle & Elena Karahanna, 2020. "The future of technology and marketing: a multidisciplinary perspective," Journal of the Academy of Marketing Science, Springer, vol. 48(1), pages 1-8, January.
    53. Joydeep Chatterjee, 2017. "Strategy, human capital investments, business‐domain capabilities, and performance: a study in the global software services industry," Strategic Management Journal, Wiley Blackwell, vol. 38(3), pages 588-608, March.
    54. Tuck Siong Chung & Michel Wedel & Roland T. Rust, 2016. "Adaptive personalization using social networks," Journal of the Academy of Marketing Science, Springer, vol. 44(1), pages 66-87, January.
    55. Akter, Shahriar & Wamba, Samuel Fosso & Gunasekaran, Angappa & Dubey, Rameshwar & Childe, Stephen J., 2016. "How to improve firm performance using big data analytics capability and business strategy alignment?," International Journal of Production Economics, Elsevier, vol. 182(C), pages 113-131.
    56. Denise Parris & Jon Peachey, 2013. "A Systematic Literature Review of Servant Leadership Theory in Organizational Contexts," Journal of Business Ethics, Springer, vol. 113(3), pages 377-393, March.
    57. Soga, Lebene Richmond & Bolade-Ogunfodun, Yemisi & Mariani, Marcello & Nasr, Rita & Laker, Benjamin, 2022. "Unmasking the other face of flexible working practices: A systematic literature review," Journal of Business Research, Elsevier, vol. 142(C), pages 648-662.
    58. David Rozado, 2020. "Wide range screening of algorithmic bias in word embedding models using large sentiment lexicons reveals underreported bias types," PLOS ONE, Public Library of Science, vol. 15(4), pages 1-26, April.
    59. Lu Qiu & Xiaowen Jie & Yanan Wang & Minjuan Zhao, 2020. "Green product innovation, green dynamic capability, and competitive advantage: Evidence from Chinese manufacturing enterprises," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 27(1), pages 146-165, January.
    60. Araz Taeihagh & M Ramesh & Michael Howlett, 2021. "Assessing the regulatory challenges of emerging disruptive technologies," Regulation & Governance, John Wiley & Sons, vol. 15(4), pages 1009-1019, October.
    61. Thomas Davenport & Abhijit Guha & Dhruv Grewal & Timna Bressgott, 2020. "How artificial intelligence will change the future of marketing," Journal of the Academy of Marketing Science, Springer, vol. 48(1), pages 24-42, January.
    62. Abernathy, William J. & Clark, Kim B., 1985. "Innovation: Mapping the winds of creative destruction," Research Policy, Elsevier, vol. 14(1), pages 3-22, February.
    63. Methe, David T., 1992. "The influence of technology and demand factors on firm size and industrial structure in the DRAM market -- 1973-1988," Research Policy, Elsevier, vol. 21(1), pages 13-25, February.
    64. Motamarri, Saradhi & Akter, Shahriar & Hossain, Md Afnan & Dwivedi, Yogesh K, 2022. "How does remote analytics empowerment capability payoff in the emerging industrial revolution?," Journal of Business Research, Elsevier, vol. 144(C), pages 1163-1174.
    65. Jahangirian, Mohsen & Eldabi, Tillal & Naseer, Aisha & Stergioulas, Lampros K. & Young, Terry, 2010. "Simulation in manufacturing and business: A review," European Journal of Operational Research, Elsevier, vol. 203(1), pages 1-13, May.
    66. Krishen, Anjala S. & Dwivedi, Yogesh K. & Bindu, N. & Kumar, K. Satheesh, 2021. "A broad overview of interactive digital marketing: A bibliometric network analysis," Journal of Business Research, Elsevier, vol. 131(C), pages 183-195.
    67. Sjödin, David & Parida, Vinit & Kohtamäki, Marko & Wincent, Joakim, 2020. "An agile co-creation process for digital servitization: A micro-service innovation approach," Journal of Business Research, Elsevier, vol. 112(C), pages 478-491.
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