TY - JOUR
T1 - Artificial intelligence as an enabler of B2B marketing
T2 - A dynamic capabilities micro-foundations approach
AU - Mikalef, Patrick
AU - Conboy, Kieran
AU - Krogstie, John
N1 - Publisher Copyright:
© 2021 The Author(s)
PY - 2021/10
Y1 - 2021/10
N2 - Over the past few decades research has predominantly focused on the technical aspects and theoretical challenges of Artificial Intelligence (AI). With the deluge of data and the increase in processing power, businesses are now facing the challenge of how to deploy AI that generates business value. In this direction, there is still nascent research on how AI can be leveraged in for B2B operations, and particularly marketing. To address this gap, this study draws on the dynamic capabilities view of the firm and specifically on the micro-foundations approach and builds on three selected case studies of large organizations in Norway that use AI for B2B marketing purposes. The study identifies a number of AI-specific micro-foundations of dynamic capabilities, essentially highlighting how organizations can use AI to manage B2B marketing operations in dynamic and uncertain environments. This study also identified several key cross-cutting elements emerging from the data, demonstrating how some key concepts are inter-related and how they affect overall business value.
AB - Over the past few decades research has predominantly focused on the technical aspects and theoretical challenges of Artificial Intelligence (AI). With the deluge of data and the increase in processing power, businesses are now facing the challenge of how to deploy AI that generates business value. In this direction, there is still nascent research on how AI can be leveraged in for B2B operations, and particularly marketing. To address this gap, this study draws on the dynamic capabilities view of the firm and specifically on the micro-foundations approach and builds on three selected case studies of large organizations in Norway that use AI for B2B marketing purposes. The study identifies a number of AI-specific micro-foundations of dynamic capabilities, essentially highlighting how organizations can use AI to manage B2B marketing operations in dynamic and uncertain environments. This study also identified several key cross-cutting elements emerging from the data, demonstrating how some key concepts are inter-related and how they affect overall business value.
KW - Artificial intelligence
KW - B2B marketing
KW - Business value
KW - Dynamic capabilities
KW - micro-foundations
UR - http://www.scopus.com/inward/record.url?scp=85112424832&partnerID=8YFLogxK
U2 - 10.1016/j.indmarman.2021.08.003
DO - 10.1016/j.indmarman.2021.08.003
M3 - Article
SN - 0019-8501
VL - 98
SP - 80
EP - 92
JO - Industrial Marketing Management
JF - Industrial Marketing Management
ER -