在B2B销售中充分利用AI:探索销售经理的能力和组织知识流程

IF 10.5 1区 管理学 Q1 BUSINESS
Pia Hautamäki , Minna Heikinheimo
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引用次数: 0

摘要

研究表明,人工智能(AI)可以提高企业对企业(B2B)环境中的销售效率。然而,尽管人工智能的使用范围很广,但它在B2B销售中的应用仍然有限。很少有研究调查销售经理如何支持他们的销售团队利用人工智能。这是第一个将人工智能开发与B2B销售背景下的管理能力和组织知识流程联系起来的研究。采用扎根理论的方法,我们从对32位B2B销售组织高层经理的访谈中得出实证见解。我们为B2B销售文献提供了一个框架,说明销售经理的能力——基于数据的人力资本、与创建知识共享文化相关的社会资本,以及变革性的人工智能积极心态——如何在个人、团队和组织层面促进人工智能集成的知识流程。我们还为销售经理将AI集成到B2B销售操作中提供实用建议。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Fully leveraging AI in B2B sales: Exploring sales managers’ capabilities and organizational knowledge processes
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.
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来源期刊
CiteScore
20.30
自引率
10.60%
发文量
956
期刊介绍: The Journal of Business Research aims to publish research that is rigorous, relevant, and potentially impactful. It examines a wide variety of business decision contexts, processes, and activities, developing insights that are meaningful for theory, practice, and/or society at large. The research is intended to generate meaningful debates in academia and practice, that are thought provoking and have the potential to make a difference to conceptual thinking and/or practice. The Journal is published for a broad range of stakeholders, including scholars, researchers, executives, and policy makers. It aids the application of its research to practical situations and theoretical findings to the reality of the business world as well as to society. The Journal is abstracted and indexed in several databases, including Social Sciences Citation Index, ANBAR, Current Contents, Management Contents, Management Literature in Brief, PsycINFO, Information Service, RePEc, Academic Journal Guide, ABI/Inform, INSPEC, etc.
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