中小型企业中的生成式人工智能:探索其前景和挑战

IF 5.8 3区 管理学 Q1 BUSINESS
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引用次数: 0

摘要

生成式人工智能(AI)的最新技术发展为中小企业(SMEs)提供了强大的能力,因为它们促进了可扩展性和创造力的民主化。中小型企业只需很少的专业技术知识或资金,就能利用这项技术简化工作流程,释放创新活力,改善产品供应,提高长期竞争力。在本文中,我们将讨论中小型企业如何把握生成式人工智能的前景和挑战,并提供部署该技术的路线图。然后,我们引入了一个航海隐喻,揭示了部署生成式人工智能的关键战略维度:员工能力、有效的领导力和工作价值观、组织文化、协作与合作以及与第三方的关系。最后,我们提出了在中小企业成功部署生成式人工智能的实用建议。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Generative artificial intelligence in small and medium enterprises: Navigating its promises and challenges

The latest technological developments in generative artificial intelligence (GenAI) offer powerful capabilities to small and medium enterprises (SMEs) as they facilitate the democratization of scalability and creativity. With little technical expertise or financial resources, SMEs can leverage this technology to streamline work processes and unleash innovation, improving their product offerings and long-term competitiveness. In this article, we discuss how SMEs can navigate both the promises and challenges of GenAI and offer a roadmap for deploying the technology. We then introduce a sailing metaphor that reveals key strategic dimensions for GenAI deployment: competency of employees, effective leadership and work values, organizational culture, collaboration and cooperation, and relationships with third parties. We conclude with practical recommendations for successfully deploying GenAI in SMEs.

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来源期刊
Business Horizons
Business Horizons BUSINESS-
CiteScore
17.70
自引率
5.40%
发文量
105
期刊介绍: Business Horizons, the bimonthly journal of the Kelley School of Business at Indiana University, is dedicated to publishing original articles that appeal to both business academics and practitioners. Our editorial focus is on covering a diverse array of topics within the broader field of business, with a particular emphasis on identifying critical business issues and proposing practical solutions. Our goal is to inspire readers to approach business practices from new and innovative perspectives. Business Horizons occupies a distinctive position among business publications by offering articles that strike a balance between academic rigor and practical relevance. As such, our articles are grounded in scholarly research yet presented in a clear and accessible format, making them relevant to a broad audience within the business community.
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