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Ready or Not, AI Comes- An Interview Study of Organizational AI Readiness Factors

机译:准备好与否,AI就会 - 组织AI准备因素的面试研究

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摘要

Artificial intelligence (AI) offers organizations much potential. Considering the manifold application areas, AI's inherent complexity, and new organizational necessities, companies encounter pitfalls when adopting AI. An informed decision regarding an organization's readiness increases the probability of successful AI adoption and is important to successfully leverage AI's business value. Thus, companies need to assess whether their assets, capabilities, and commitment are ready for the individual AI adoption purpose. Research on AI readiness and AI adoption is still in its infancy. Consequently, researchers and practitioners lack guidance on the adoption of AI. The paper presents five categories of AI readiness factors and their illustrative actionable indicators. The AI readiness factors are deduced from an in-depth interview study with 25 AI experts and triangulated with both scientific and practitioner literature. Thus, the paper provides a sound set of organizational AI readiness factors, derives corresponding indicators for AI readiness assessments, and discusses the general implications for AI adoption. This is a first step toward conceptualizing relevant organizational AI readiness factors and guiding purposeful decisions in the entire AI adoption process for both research and practice.
机译:人工智能(AI)提供了很多潜力的组织。考虑到歧管应用领域,AI的固有复杂性和新的组织必需品,公司在采用AI时遇到陷阱。关于组织准备情况的知情决定增加了成功AI采用的概率,并且成功地利用AI的业务价值是重要的。因此,公司需要评估他们的资产,能力和承诺是否已为个人AI采用目的准备。 AI准备和AI采用的研究仍处于起步性。因此,研究人员和从业者缺乏关于AI的通过的指导。本文介绍了五类AI准备因素及其说明性可行指标。 AI准备因素由25 AI专家的深入访谈学习推导出来,并与科学和从业者文献进行三角化。因此,本文提供了一个组织AI准备因素的声音,源于AI准备评估的相应指标,并讨论了对AI采用的一般影响。这是致力于概念相关组织AI准备因素的第一步,并在整个AI采用过程中指导有目的的决策,用于研究和实践。

著录项

  • 来源
    《Wirtschaftsinformatik》 |2021年第1期|5-20|共16页
  • 作者单位

    Project Group Business & Information Systems Engineering of the Fraunhofer FIT FIM Research Center Wittelsbacherring 10 95444 Bayreuth Germany;

    FIM Research Center University of Bayreuth Universitaetsstrasse 30 95447 Bayreuth Germany;

    Project Group Business & Information Systems Engineering of the Fraunhofer FIT FIM Research Center Wittelsbacherring 10 95444 Bayreuth Germany;

  • 收录信息 美国《科学引文索引》(SCI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Artificial intelligence; AI adoption; AI readiness; Organizational readiness assessment; Interview study;

    机译:人工智能;ai采用;ai准备;组织准备评估;采访学习;
  • 入库时间 2022-08-18 22:53:28

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