Building a Maturity Model for Developing Ethically Aligned AI Systems

Authors

Marianna Jantunen, University of JyväskyläFollow
Erika Halme, University of JyväskyläFollow
Ville Vakkuri, University of JyväskyläFollow
Kai-Kristian Kemell, University of JyväskyläFollow
Rebekah Rousi, University of VaasaFollow
Tommi Mikkonen, University of JyväskyläFollow
Anh Nguyen Duc, University of South-Eastern NorwayFollow
Pekka Abrahamsson, University of JyväskyläFollow

Abstract

Ethical concerns related to Artificial Intelligence (AI) equipped systems are prompting demands for ethical AI from all directions. As a response, in recent years public bodies, governments, and companies have rushed to provide guidelines and principles for how AI-based systems are designed and used ethically. We have learned, however, that high-level principles and ethical guidelines cannot be easily converted into actionable advice for industrial organizations that develop AI-based information systems. Maturity models are commonly used in software and systems development companies as a roadmap for improving the performance. We argue that they could also be applied in the context of developing ethically aligned AI systems. In this paper, we propose a maturity model for AI ethics and explain how it can be devised by using a Design Science Research approach.

Recommended Citation

Jantunen, Marianna; Halme, Erika; Vakkuri, Ville; Kemell, Kai-Kristian; Rousi, Rebekah; Mikkonen, Tommi; Nguyen Duc, Anh; and Abrahamsson, Pekka, "Building a Maturity Model for Developing Ethically Aligned AI Systems" (2021). Selected Papers of the IRIS, Issue Nr 12 (2021). 5.
https://aisel.aisnet.org/iris2021/5