From AI to digital transformation: The AI readiness framework
От искусственного интеллекта к цифровой трансформации: модель готовности к применению ИИ
2021-03-24
SCID: 54.1/5kr8qsfr
Discuss with AI
AI readiness frameworkAI technologiesdigital transformationorganizational AI readinesssociotechnical deployment
Figures from the paper
Abstract (AI)
Strategies and means for selecting and implementing digital technologies that realize firms’ goals in digital transformation have been extensively investigated. The recent surge in artificial intelligence (AI) technologies has amplified the need for such investigation, as they are being increasingly used in diverse organizational practices, creating not only new opportunities for digital transformation but also new challenges for managers of digital transformation processes. In this article, I present a framework intended to assist efforts to address one of the first of these challenges: assessment of organizational AI readiness—that is, an organization’s ability to deploy AI technologies to enable digital transformation, in four key dimensions: technologies, activities, boundaries, and goals. I show that this framework can facilitate analysis both of an organization’s current sociotechnical AI status and of the prospects for the technology’s fuller value-adding, sociotechnical deployment. The AI readiness framework invites fuller theorizing of the roles that AI can—and will—play in digital transformation.
Key Findings
1
The framework addresses emerging managerial challenges created by the growing use of AI across diverse organizational practices.
2
The framework encourages further theorizing about the roles AI can and will play in digital transformation.
3
The framework evaluates organizational AI readiness across four dimensions: technologies, activities, boundaries, and goals.
4
The framework supports analysis of an organization’s current sociotechnical AI status and prospects for fuller value-adding deployment.
5
The paper introduces an AI readiness framework for assessing an organization’s ability to deploy AI technologies for digital transformation.
Research Object
Organizations deploying AI technologies for digital transformation
Research Subject
the organization’s sociotechnical AI status and prospects for value-adding AI deployment across technologies, activities, boundaries, and goals
Publication Details
Publication Date
2021-03-24
Journal
Publisher
ISSN
Cited by
392
Open access PDF
Access Type
Author Information
Download PDF
Subscribe to digest
References available in scid.ai5
Artificial Intelligence in Service2018
Research Commentary —The Digital Transformation of Healthcare: Current Status and the Road Ahead2010
Introduction—Platforms and Infrastructures in the Digital Age2018
Applications of artificial intelligence in intelligent manufacturing: a review2017
Unpacking the Difference Between Digital Transformation and IT-Enabled Organizational Transformation2021