Artificial intelligence and innovation management: A review, framework, and research agenda✰
Искусственный интеллект и управление инновациями: обзор, концептуальная основа и повестка исследований
2020-10-17
SCID: 54.1/nmqwqpn7
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artificial intelligencebehavioral theory of the firmdigital organizationinnovation managementmachine learning-based AI systems
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Abstract (AI)
Artificial Intelligence (AI) reshapes companies and how innovation management is organized. Consistent with rapid technological development and the replacement of human organization, AI may indeed compel management to rethink a company's entire innovation process. In response, we review and explore the implications for future innovation management. Using ideas from the Carnegie School and the behavioral theory of the firm, we review the implications for innovation management of AI technologies and machine learning-based AI systems. We outline a framework showing the extent to which AI can replace humans and explain what is important to consider in making the transformation to the digital organization of innovation. We conclude our study by exploring directions for future research.
Key Findings
1
AI is reshaping companies and the organization of innovation management, potentially requiring firms to rethink their entire innovation processes.
2
Drawing on the Carnegie School and behavioral theory of the firm, the review examines how AI technologies and machine-learning systems affect innovation management.
3
Successful transformation toward digitally organized innovation requires firms to consider specific organizational factors when integrating AI.
4
The paper develops a framework describing the extent to which AI can replace human roles in innovation management.
5
The study identifies directions for future research on AI’s implications for innovation management.
Research Object
Artificial Intelligence technologies and machine learning-based AI systems in the context of company innovation management
Research Subject
the implications, human-replacement potential, and organizational transformation requirements of AI for innovation management
Publication Details
Publication Date
2020-10-17
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