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Fully leveraging AI in B2B sales: Exploring sales managers’ capabilities and organizational knowledge processes

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  • Hautamäki, Pia
  • Heikinheimo, Minna

Abstract

Studies have demonstrated that artificial intelligence (AI) can enhance sales efficiency in business-to-business (B2B) contexts. However, despite the wide accessibility of AI, its adoption in B2B sales remains limited. Few studies have examined how sales managers support their sales teams in leveraging AI. This is the first study to link the perspectives of AI exploitation to managerial capabilities and organizational knowledge processes in the context of B2B sales. Using a grounded theory approach, we derive empirical insights from interviews with 32 top-level managers in B2B sales organizations. We contribute to the B2B sales literature by presenting a framework illustrating how sales managers’ capabilities—data-based human capital, the social capital associated with creating a knowledge-sharing culture, and a transformative AI-positive mindset—foster AI-integrated knowledge processes at the individual, team, and organizational levels. We also provide practical recommendations for sales managers integrating AI into B2B sales operations.

Suggested Citation

  • Hautamäki, Pia & Heikinheimo, Minna, 2025. "Fully leveraging AI in B2B sales: Exploring sales managers’ capabilities and organizational knowledge processes," Journal of Business Research, Elsevier, vol. 194(C).
    • Handle: RePEc:eee:jbrese:v:194:y:2025:i:c:s014829632500219x
    DOI: 10.1016/j.jbusres.2025.115396
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    1. Bruce Kogut & Udo Zander, 1992. "Knowledge of the Firm, Combinative Capabilities, and the Replication of Technology," Organization Science, INFORMS, vol. 3(3), pages 383-397, August.
    2. Ron Adner & Constance E. Helfat, 2003. "Corporate effects and dynamic managerial capabilities," Strategic Management Journal, Wiley Blackwell, vol. 24(10), pages 1011-1025, October.
    3. Ikujiro Nonaka & Ryoko Toyama, 2003. "The knowledge-creating theory revisited: knowledge creation as a synthesizing process," Knowledge Management Research & Practice, Taylor & Francis Journals, vol. 1(1), pages 2-10, July.
    4. Rodríguez, Rocio & Svensson, Göran & Mehl, Erik Jens, 2020. "Digitalization process of complex B2B sales processes – Enablers and obstacles," Technology in Society, Elsevier, vol. 62(C).
    5. Ingemar Dierickx & Karel Cool, 1989. "Asset Stock Accumulation and Sustainability of Competitive Advantage," Management Science, INFORMS, vol. 35(12), pages 1504-1511, December.
    6. Chang, Woojung, 2022. "The effectiveness of AI salesperson vs. human salesperson across the buyer-seller relationship stages," Journal of Business Research, Elsevier, vol. 148(C), pages 241-251.
    7. Robert M. Grant, 1996. "Prospering in Dynamically-Competitive Environments: Organizational Capability as Knowledge Integration," Organization Science, INFORMS, vol. 7(4), pages 375-387, August.
    8. 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.
    9. Yogesh K. Dwivedi & A. Sharma & Nripendra P. Rana & M. Giannakis & P. Goel & Vincent Dutot, 2023. "Evolution of Artificial Intelligence Research in Technological Forecasting and Social Change: Research Topics, Trends, and Future Directions," Post-Print hal-04292607, HAL.
    10. Johannes Habel & Sascha Alavi & Nicolas Heinitz, 2023. "A theory of predictive sales analytics adoption," AMS Review, Springer;Academy of Marketing Science, vol. 13(1), pages 34-54, June.
    11. Magnani, Giovanna & Gioia, Denny, 2023. "Using the Gioia Methodology in international business and entrepreneurship research," International Business Review, Elsevier, vol. 32(2).
    12. Hunter, Gary K., 2019. "On conceptualizing, measuring, and managing augmented technology use in business-to-business sales contexts," Journal of Business Research, Elsevier, vol. 105(C), pages 201-213.
    13. Colleen Mcclure & Rhett Epler & Laurianne Schmitt & Deva Rangarajan, 2024. "AI in sales: Laying the foundations for future research," Post-Print hal-04835906, HAL.
    14. Ingemar Dierickx & Karel Cool, 1989. "Asset Stock Accumulation and the Sustainability of Competitive Advantage: Reply," Management Science, INFORMS, vol. 35(12), pages 1514-1514, December.
    15. 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.
    16. Paschen, Jeannette & Wilson, Matthew & Ferreira, João J., 2020. "Collaborative intelligence: How human and artificial intelligence create value along the B2B sales funnel," Business Horizons, Elsevier, vol. 63(3), pages 403-414.
    17. Kathleen R. Conner & C. K. Prahalad, 1996. "A Resource-Based Theory of the Firm: Knowledge Versus Opportunism," Organization Science, INFORMS, vol. 7(5), pages 477-501, October.
    18. Makarius, Erin E. & Mukherjee, Debmalya & Fox, Joseph D. & Fox, Alexa K., 2020. "Rising with the machines: A sociotechnical framework for bringing artificial intelligence into the organization," Journal of Business Research, Elsevier, vol. 120(C), pages 262-273.
    19. David J. Teece & Gary Pisano & Amy Shuen, 1997. "Dynamic capabilities and strategic management," Strategic Management Journal, Wiley Blackwell, vol. 18(7), pages 509-533, August.
    20. Dwivedi, Yogesh K. & Sharma, Anuj & Rana, Nripendra P. & Giannakis, Mihalis & Goel, Pooja & Dutot, Vincent, 2023. "Evolution of artificial intelligence research in Technological Forecasting and Social Change: Research topics, trends, and future directions," Technological Forecasting and Social Change, Elsevier, vol. 192(C).
    21. 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.
    22. Constance E. Helfat & Margaret A. Peteraf, 2003. "The dynamic resource‐based view: capability lifecycles," Strategic Management Journal, Wiley Blackwell, vol. 24(10), pages 997-1010, October.
    23. Michael Rodriguez & Robert Peterson, 2024. "Artificial intelligence in business-to-business (B2B) sales process: a conceptual framework," Journal of Marketing Analytics, Palgrave Macmillan, vol. 12(4), pages 778-789, December.
    24. Giovanni Gavetti, 2012. "PERSPECTIVE—Toward a Behavioral Theory of Strategy," Organization Science, INFORMS, vol. 23(1), pages 267-285, February.
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