TY - JOUR
T1 - The AI Digital Revolution in Innovation
T2 - A Conceptual Framework of Artificial Intelligence Technologies for the Management of Innovation
AU - Brem, Alexander
AU - Giones, Ferran
AU - Werle, Marcel
N1 - Publisher Copyright:
© 1988-2012 IEEE.
PY - 2023/2/1
Y1 - 2023/2/1
N2 - Artificial Intelligence (AI) is an emerging technological field with immense transformative potential. Within this context, we discuss the diverse ways AI is transforming innovation. We introduce a conceptual framework in which we argue AI plays the following two roles: originator and facilitator of innovation. Additionally, we discuss different applications and implications for innovation theory and practice using a reflection on the traditional innovation process and the front end of innovation perspective. For this, we use the perspectives of AI as technology push, AI as market pull, AI to advance steps in the innovation funnel as well as AI as a contributor to new product development. Finally, we discuss future directions for research in these fields.
AB - Artificial Intelligence (AI) is an emerging technological field with immense transformative potential. Within this context, we discuss the diverse ways AI is transforming innovation. We introduce a conceptual framework in which we argue AI plays the following two roles: originator and facilitator of innovation. Additionally, we discuss different applications and implications for innovation theory and practice using a reflection on the traditional innovation process and the front end of innovation perspective. For this, we use the perspectives of AI as technology push, AI as market pull, AI to advance steps in the innovation funnel as well as AI as a contributor to new product development. Finally, we discuss future directions for research in these fields.
KW - Artificial Intelligence (AI)
KW - emerging technologies
KW - emerging technology
KW - innovation
UR - http://www.scopus.com/inward/record.url?scp=85118584770&partnerID=8YFLogxK
U2 - 10.1109/TEM.2021.3109983
DO - 10.1109/TEM.2021.3109983
M3 - Article
AN - SCOPUS:85118584770
SN - 0018-9391
VL - 70
SP - 770
EP - 776
JO - IEEE Transactions on Engineering Management
JF - IEEE Transactions on Engineering Management
IS - 2
ER -