Artificial Intelligence and Business Strategy towards Digital Transformation: A Research Agenda
Искусственный интеллект и бизнес-стратегия на пути к цифровой трансформации: повестка исследований
2021-02-13
SCID: 54.1/mxx8hg5v
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Artificial intelligenceCorporate strategyDigital transformationMachine learningValue creation
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Abstract (AI)
In the past decade, current literature and businesses have drawn attention to Artificial Intelligence (AI) tools and in particular to the advances in machine learning techniques. Nevertheless, while the AI technology offers great potential to solve difficulties, challenges remain implicated in practical implementation and lack of expertise in the strategic usage of AI to create business value. This paper aims to implement a systematic literature review analyzing convergence of the AI and corporate strategy and develop a theoretical model incorporating issues based on the existing research in this field. Eighty-one peer-reviewed articles were discussed on the basis of research methodology from Webster and Watson (2002). In addition to gaps in future research, a theoretical model is developed, discussing the four sources of value creation: AI and Machine Learning in organizations; alignment of AI tools and Information Technology (IT) with organizational strategy; AI, knowledge management and decision-making process; and AI, service innovation and value. These outcomes lead to both theoretical and managerial viewpoints, with extensive possibilities to generate new methods and types of management practices.
Key Findings
1
A systematic literature review analyzed 81 peer-reviewed articles on the convergence of artificial intelligence and corporate strategy.
2
The model highlights research gaps and provides theoretical and managerial implications for developing new management methods and practices.
3
The paper develops a theoretical model organized around four value-creation sources: organizational AI and machine learning, AI–IT strategy alignment, AI-enabled knowledge management and decision-making, and AI-driven service innovation.
4
The review identifies practical implementation challenges and insufficient expertise in strategically using AI to create business value.
Research Object
AI tools and machine learning in organizations in the context of corporate strategy and digital transformation
Research Subject
Their strategic alignment, knowledge management and decision-making, service innovation, and business value creation
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2021-02-13
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