利用人工智能的潜力:对专业服务的影响、制约因素和战略意义

IF 8.7 2区 管理学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS
Jiaqi Yang, Alireza Amrollahi, Mauricio Marrone
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引用次数: 0

摘要

人工智能(AI)有望改变商业模式,实现新颖的服务主张,但同时也带来了错综复杂的管理挑战。为了理解人工智能的破坏性并利用其潜力,我们对所选专业服务领域--财务审计--为中心的 92 篇学术著作进行了发展性综述。在文献库的基础上,我们运用了技术承受力与约束理论(TACT)来剖析人工智能给专业服务带来的机遇和挑战。通过分析,我们提出了审计领域中个人从业者、公司和专业协会对人工智能的承受能力和制约因素的概念。随后,我们将其与同一领域中典型的非人工智能、传统 IT 工具的能力和限制进行了比较,突出了人工智能的颠覆性本质。我们的研究结果进一步揭示了人工智能可负担性与限制之间的互惠和紧张关系,即在公司层面实现人工智能可负担性可能会对从业人员个人造成限制。基于我们的研究结果,我们主张将人工智能融入从业人员的决策中,为企业提出了任务自动化和增强的动态观点,并敦促专业协会建立人工智能校准知识系统。本研究对理论和实践都有所贡献,为更细致地讨论在专业服务领域利用人工智能的战略意义奠定了基础。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Harnessing the Potential of Artificial Intelligence: Affordances, Constraints, and Strategic Implications for Professional Services
While Artificial Intelligence (AI) promises to transform business models and enable novel service propositions, it also ushers in intricate managerial challenges. To comprehend AI’s disruption as well as harness its potential, we conducted a developmental review of 92 scholarly works centred on financial auditing, the chosen professional service domain. Drawing on the corpus of literature, we applied the Technology Affordance and Constraints Theory (TACT) to dissect the opportunities and challenges that AI introduces to professional services. Our analysis led to conceptualising AI’s affordances and constraints for individual practitioners, firms, and professional associations within the auditing domain. Subsequently, we compared these with the affordances and constraints of typical non-AI, classic IT tools in the same domain, highlighting the disruptive essence of AI. Our findings further revealed the reciprocal and tensional relationship between AI affordances and constraints, where actualising AI affordance at the firm level may impose constraints on individual practitioners. Based on our findings, we argue for integrating AI into decision-making by practitioners, propose a dynamic view of task automation and augmentation for firms, and urge an AI-calibrated knowledge system for professional associations. This study contributes to both theory and practice, laying the foundation for a more nuanced discourse on the strategic significance of harnessing AI in professional services.
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来源期刊
Journal of Strategic Information Systems
Journal of Strategic Information Systems 工程技术-计算机:信息系统
CiteScore
17.40
自引率
4.30%
发文量
19
审稿时长
>12 weeks
期刊介绍: The Journal of Strategic Information Systems focuses on the strategic management, business and organizational issues associated with the introduction and utilization of information systems, and considers these issues in a global context. The emphasis is on the incorporation of IT into organizations'' strategic thinking, strategy alignment, organizational arrangements and management of change issues.
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