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The strategic impacts of Intelligent Automation for knowledge and service work: An interdisciplinary review

机译:智能自动化对知识和服务工作的战略影响:跨学科审查

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摘要

A significant recent technological development concerns the automation of knowledge and service work as a result of advances in Artificial Intelligence (AI) and its sub-fields. We use the term Intelligent Automation to describe this phenomenon. This development presents organisations with a new strategic opportunity to increase business value. However, academic research contributions that examine these developments are spread across a wide range of scholarly disciplines resulting in a lack of consensus regarding key findings and implications. We conduct the first interdisciplinary literature review that systematically characterises the intellectual state and development of Intelligent Automation technologies in the knowledge and service sectors. Based on this review, we provide three significant contributions. First, we conceptualise Intelligent Automation and its associated technologies. Second, we provide a business value-based model of Intelligent Automation for knowledge and service work and identify twelve research gaps that hinder a complete understanding of the business value realisation process. Third, we provide a research agenda to address these gaps.
机译:最近的技术发展涉及知识和服务工作的自动化,因为人工智能(AI)及其子领域的进步。我们使用智能自动化一词来描述这种现象。该开发提供了具有新战略机会的组织来提高业务价值。然而,研究这些发展的学术研究贡献是跨越各种学科的蔓延,导致关键发现和影响缺乏共识。我们进行第一个跨学科文献综述,系统地表征了知识和服务领域的智能自动化技术的智力状态和开发。根据这一审查,我们提供了三项重大贡献。首先,我们概念思考智能自动化及其相关技术。其次,我们为知识和服务工作提供了基于业务价值的智能自动化模式,并确定了十二个研究差距,妨碍了对业务价值实现过程的完全理解。第三,我们提供了一个研究议程来解决这些差距。

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