系统回顾
知识管理
背景(考古学)
管理科学
战略管理
价值(数学)
概念框架
自动化
计算机科学
过程管理
工程类
业务
社会学
政治学
营销
社会科学
古生物学
机器学习
法学
生物
机械工程
梅德林
作者
Alex Fernando Borges,Fernando J.B. Laurindo,Mauro de Mesquita Spínola,Rodrigo Franco Gonçalves,Cláudia Aparecida de Mattos
标识
DOI:10.1016/j.ijinfomgt.2020.102225
摘要
Artificial Intelligence tools have attracted attention from the literature and business organizations in the last decade, especially by the advances in machine learning techniques. However, despite the great potential of AI technologies for solving problems, there are still issues involved in practical use and lack of knowledge as regards using AI in a strategic way, in order to create business value. In this context, the present study aims to fill this gap by: providing a critical literature review related to the integration of AI to organizational strategy; synthetizing the existing approaches and frameworks, highlighting the potential benefits, challenges and opportunities; presenting a discussion about future research directions. Through a systematic literature review, research articles were analyzed. Besides gaps for future studies, a conceptual framework is presented, discussed according to four sources of value creation: (i) decision support; (ii) customer and employee engagement; (iii) automation; and (iv) new products and services. These findings contribute to both theoretical and managerial perspectives, with extensive opportunities for generating novel theory and new forms of management practices.
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