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Prioritizing challenges in AI adoption for the legal domain: A systematic review and expert-driven AHP analysis

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  • Sihyun Kim
  • Sangyoon Yi
  • Sung-Pil Park

Abstract

This research explores the crucial challenges influencing the adoption of Artificial Intelligence (AI) in the legal domain, a field facing escalating challenges due to rapid technological advancements. We have comprehensively identified, extracted, and evaluated 11 pivotal factors across legal, technical, and socio-ethical dimensions through a systematic review based on the PRISMA guideline. These factors are categorized into three principal groups. Utilizing an analytic hierarchy process (AHP), our innovative approach assesses the relative importance of these challenges based on data meticulously gathered from eight domain experts in law and AI. Our findings pinpoint legal aspects as the paramount category, with liability as the foremost concern among the analyzed factors. These insights offer robust and actionable guidelines for integrating AI into legal practices and underscore this study’s unique contribution to bridging the gap between legal professionals and technology developers. By highlighting the practical applications of our results, this paper facilitates a deeper understanding and proactive engagement with the essential considerations pivotal for the future adoption and evolution of AI within the legal domain.

Suggested Citation

  • Sihyun Kim & Sangyoon Yi & Sung-Pil Park, 2025. "Prioritizing challenges in AI adoption for the legal domain: A systematic review and expert-driven AHP analysis," PLOS ONE, Public Library of Science, vol. 20(6), pages 1-23, June.
    • Handle: RePEc:plo:pone00:0326028
    DOI: 10.1371/journal.pone.0326028
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    1. Thomas L. Saaty, 1986. "Axiomatic Foundation of the Analytic Hierarchy Process," Management Science, INFORMS, vol. 32(7), pages 841-855, July.
    2. Snezha SK Kazakova & Allison AD Dunne & Daan DB Bijwaard & Julien Gosse & Charles Hoffreumon & Nicolas van Zeebroeck, 2020. "European enterprise survey on the use of technologies based on artificial intelligence," ULB Institutional Repository 2013/341443, ULB -- Universite Libre de Bruxelles.
    3. Thierer, Adam & Castillo, Andrea & Russell, Raymond, 2017. "Artificial Intelligence and Public Policy," Annals of Computational Economics, George Mason University, Mercatus Center, August.
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