TY - JOUR
T1 - AI for Managing Open Innovation: Opportunities, Challenges, and a Research Agenda
AU - Broekhuizen, Thijs
AU - Dekker, Henri
AU - de Faria, Pedro
AU - Firk, Sebastian
AU - Nguyen, Dinh Khoi
AU - Sofka, Wolfgang
N1 - Publisher Copyright:
© 2023 The Authors
PY - 2023/11
Y1 - 2023/11
N2 - Artificial intelligence (AI) provides ample opportunities for enabling effective knowledge sharing among organizations seeking to foster open innovation. Past research often investigates the capability of AI to perform ‘human’ tasks in structured application fields. Yet, there is a lack of research that systematically analyzes when and how AI can be used for the more complex and unstructured tasks of open innovation (OI). We present a framework for leveraging AI-enabled applications to foster productive OI collaborations. Specifically, we create a 3x3 matrix by aligning the three OI stages (initiation, development, realization) with the three management functions of AI (mapping, coordinating, controlling). This matrix assists in identifying how various AI applications may augment or automate human intelligence, thereby helping to resolve prevailing OI challenges. It provides guidance on how organizations can use AI to establish, execute and govern exchanges across the OI stages. Finally, we lay out an agenda for future research.
AB - Artificial intelligence (AI) provides ample opportunities for enabling effective knowledge sharing among organizations seeking to foster open innovation. Past research often investigates the capability of AI to perform ‘human’ tasks in structured application fields. Yet, there is a lack of research that systematically analyzes when and how AI can be used for the more complex and unstructured tasks of open innovation (OI). We present a framework for leveraging AI-enabled applications to foster productive OI collaborations. Specifically, we create a 3x3 matrix by aligning the three OI stages (initiation, development, realization) with the three management functions of AI (mapping, coordinating, controlling). This matrix assists in identifying how various AI applications may augment or automate human intelligence, thereby helping to resolve prevailing OI challenges. It provides guidance on how organizations can use AI to establish, execute and govern exchanges across the OI stages. Finally, we lay out an agenda for future research.
KW - Open innovation
KW - Artificial intelligence
KW - Knowledge development
KW - Collaborative innovation
UR - http://www.scopus.com/inward/record.url?scp=85166189921&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85166189921&partnerID=8YFLogxK
U2 - 10.1016/j.jbusres.2023.114196
DO - 10.1016/j.jbusres.2023.114196
M3 - Article
AN - SCOPUS:85166189921
SN - 0148-2963
VL - 167
SP - 1
EP - 14
JO - Journal of Business Research
JF - Journal of Business Research
M1 - 114196
ER -