Artificial intelligence and innovation management : A review, framework, and research agenda
Haefner, Naomi; Wincent, Joakim; Parida, Vinit; Gassmann, Oliver (2021-01)
Haefner, Naomi
Wincent, Joakim
Parida, Vinit
Gassmann, Oliver
Elsevier
01 / 2021
Julkaisun pysyvä osoite on
https://urn.fi/URN:NBN:fi-fe2020111690511
https://urn.fi/URN:NBN:fi-fe2020111690511
Kuvaus
vertaisarvioitu
© 2020 The Author(s). Published by Elsevier Inc. This is an open access article under the CC BY license (http://creativecommons.org/licenses/BY/4.0/).
© 2020 The Author(s). Published by Elsevier Inc. This is an open access article under the CC BY license (http://creativecommons.org/licenses/BY/4.0/).
Tiivistelmä
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.
Kokoelmat
- Artikkelit [3030]