articleTechnological Forecasting and Social ChangeMar 1, 2022HYBRID OA

How AI revolutionizes innovation management – Perceptions and implementation preferences of AI-based innovators

Universität Innsbruck · National Research University Higher School of Economics

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Abstract

The application of AI is expected to enable new opportunities for innovation management and reshape innovation practice in organizations. Our exploratory study among 150 AI-savvy innovation managers reveals four different clusters in terms of how organizations may use and implement AI in their innovation management ranging from (1) AI-Frontrunners, (2) AI-Practitioners, and (3) AI-Occasional innovators to (4) Non-AI innovators. The different groups vary not only in their strategy, organizational structure, and skill-building but also in their perceived potential, understanding of the required changes, encountered challenges, and organizational contexts. Our study contributes to a better understanding of the…

Citation impact

296
total citations
FWCI
47.54
Percentile
100%
References
93
Citations per year

Authors

5

Topics & keywords

Keywords
  • Knowledge management
  • Perception
  • Exploratory research
  • Business
  • Innovation management
  • State (computer science)
  • Marketing
  • Computer science
UN Sustainable Development Goals
  • Industry, innovation and infrastructure
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