How AI revolutionizes innovation management – Perceptions and implementation preferences of AI-based innovators
Universität Innsbruck · National Research University Higher School of Economics
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
- FWCI
- 47.54
- Percentile
- 100%
- References
- 93
Authors
5Topics & keywords
- Knowledge management
- Perception
- Exploratory research
- Business
- Innovation management
- State (computer science)
- Marketing
- Computer science
- Industry, innovation and infrastructure