Defining organizational AI governance

Определение организационного управления искусственным интеллектом
Matti Mäntymäki, Teemu Birkstedt, Matti Minkkinen, Mika Viljanen
2022-02-24

AI ethicsIT governancecorporate governancedata governanceorganizational AI governance
Abstract Artificial intelligence (AI) governance is required to reap the benefits and manage the risks brought by AI systems. This means that ethical principles, such as fairness, need to be translated into practicable AI governance processes. A concise AI governance definition would allow researchers and practitioners to identify the constituent parts of the complex problem of translating AI ethics into practice. However, there have been few efforts to define AI governance thus far. To bridge this gap, this paper defines AI governance at the organizational level. Moreover, we delineate how AI governance enters into a governance landscape with numerous governance areas, such as corporate governance, information technology (IT) governance, and data governance. Therefore, we position AI governance as part of an organization’s governance structure in relation to these existing governance areas. Our definition and positioning of organizational AI governance paves the way for crafting AI governance frameworks and offers a stepping stone on the pathway toward governed AI.
1
It positions organizational AI governance within the broader governance landscape alongside corporate, information technology, and data governance.
2
Organizational AI governance is presented as a foundational step toward achieving governed AI while managing risks and realizing benefits from AI systems.
3
The paper defines AI governance at the organizational level to help translate ethical principles, including fairness, into practicable governance processes.
4
The proposed definition and positioning clarify the constituent parts of organizational AI governance and support the development of practical governance frameworks.

organizational AI governance

the definition and positioning of organizational AI governance within an organization’s broader governance structure

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Publication Date
2022-02-24
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Authors
Matti Mäntymäki
Teemu Birkstedt
Matti Minkkinen
Mika Viljanen
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