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California Management Review
California Management Review is a premier academic management journal published at UC Berkeley
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Article Information
Getting AI Implementation Right: Insights from a Global Survey
Ångström, Rebecka C., Michael Björn, Linus Dahlander, and Magnus Mähring
66
/
1
(
Fall
2023
):
5
-
22
While the promise of artificial intelligence (AI) is pervasive, many companies struggle with AI implementation challenges. This article presents results from a survey of 2,525 decision-makers with AI experience in China, Germany, India, the United Kingdom, and the United States-as well as interviews with 16 AI implementation experts-in order to understand the challenges companies face when implementing AI. The study covers technological, organizational, and cultural factors and identifies key challenges and solutions for AI implementation. This article develops a diagnostic framework to help executives navigate AI challenges as companies gain momentum, manage organization-wide complexities, and curate a network of partners, algorithms, and data sources to create value through AI.