Algorithmic Arbitration and Digital Judicial Development: The Future of Dispute Resolution in the Age of Artificial Intelligence

Shabani, Payam; Habibi Dargah, Behnam; Eslamipanah, َAli; Khaleghiyan, Javad

doi:10.48308/eclr.2025.239936.1170

Algorithmic Arbitration and Digital Judicial Development: The Future of Dispute Resolution in the Age of Artificial Intelligence

Document Type : Original Article

Authors

Payam Shabani ¹ ^¶

Behnam Habibi Dargah ²

َAli Eslamipanah ³

Javad Khaleghiyan ⁴

¹ Ph.D. Candidate, Faculty of Law and Political Science, Islamic Azad University of Karaj, Karaj, Iran

² Assistant Professor, Faculty of Law and Political Science, Islamic Azad University of Karaj, Karaj, Iran. Corresponding Author Email: Behnam.habibidargah@iau.ir

³ Assistant Professor, Faculty of Law and Political Science, University of Tehran,Tehran, Iran,

⁴ Assistant Professor, Faculty of Law and Political Science, Islamic Azad University of Karaj, Karaj, Iran.

https://doi.org/10.48308/eclr.2025.239936.1170

Abstract

With the rapid advancement of emerging technologies particularly Artificial Intelligence (AI) and machine learning the field of dispute resolution is undergoing fundamental transformations. One of the most significant manifestations of this shift is algorithmic arbitration, where advanced algorithms replace human arbitrators and conduct the arbitration process in an automated, rapid, cost-effective, and digital manner. This paper adopts a descriptive-analytical methodology and a comparative legal approach to examine the theoretical foundations, legal implications, and judicial consequences of this innovative mechanism. It analyzes the impact of algorithmic arbitration through key judicial development indicators such as efficiency, access to justice, transparency, impartiality, reduction of case backlog, and litigation costs, while drawing on the experiences of countries like Estonia, the Netherlands, China, Singapore, United States of America and European Union. The paper concludes by identifying critical challenges such as algorithmic transparency, legal responsibility, and the right to a fair trial, and offers policy recommendations for the gradual implementation of algorithmic arbitration in Iran including regulatory reform, design of ethical and technical frameworks, development of domestic platforms, and establishment of a specialized supervisory authority.

Keywords

Algorithmic Arbitration

Artificial Intelligence

Digital Judicial Development

Justice Indicators

Online Dispute Resolution

Transparency

Judicial Efficiency

1. Ashley, Kevin D., Artificial Intelligence and Legal Analytics: New Tools for Law Practice in the Digital Age, Cambridge University Press, 2017.
2. Cortés, Pablo, The Law of Consumer Redress in an Evolving Digital Market, Cambridge University Press, 2018.
3. Hörnle, Julia, Cross-Border Internet Dispute Resolution, Cambridge University Press, 2009.
4. Katsh, Ethan, and Orna Rabinovich-Einy, Digital Justice: Technology and the Internet of Disputes, Oxford University Press, 2017.
5. Kaufmann-Kohler, Gabrielle, Online Dispute Resolution and its Significance for International Commercial Arbitration, Global Reflections on International Law, Commerce and Dispute Resolution Liber Amicorum in Honour of Robert Briner ICC Publishing, Publication 693, 2005. iccbooks.com
6. Khoshnevis Hosseini, Aydin, Artificial Intelligence, Tehran: Asadzadeh Publications, 2019. (in Persian)
7. Lashgari, Reza, & Netaj Jelodari, Javad Hasan, Artificial Intelligence in the Judiciary: Concepts, Applications, Techniques, and Tools, Tehran: Modern Technology Publications, 2023. (in Persian)
8. Susskind, Richard, Online Courts and the Future of Justice, Oxford University Press, 2019.
9. Virginia, Dignum, Responsible Artificial Intelligence: How to Develop and Use AI in a Responsible Way, Springer International Publishing, 2019.
Articles
1. Ansari, Baqer, “Algorithmic discrimination, Legal Analysis”, Public Law Knowledge Quarterly, Vol. 11, No. 38, 2023. pp. 147-178. (in Persian) https://doi.org/10.22034/qjplk.2022.1507.1408/
2. Aslı Budak, S.et al., “Artificial Intelligence in Arbitration-Current Uses and the Turkish Law Approach”, Lexology, 2021. pp. 2-4.
https://www.lexology.com/library/detail.aspx?g=a38af5ee-2713 43b1-abb3-367955126604&utm/
1. Baum, K., Mantel, S., Schmidt, E., & Speith, T., “From responsibility to reason-giving: Explainable artificial intelligence”, Philosophy & Technology, Vol.35, No.12, pp. 1-30. DOI: 10.1007/s13347-022-00510-w/
2. Burrell, Jenna, “How the Machine ‘Thinks’: Understanding Opacity in Machine Learning Algorithms”, Big Data & Society, 2016. pp. 1–12. 1177/2053951715622512/
3. Cali, Basak, & Mathias Leiser, “Algorithmic Justice: Foundations and Prospects”, Journal of Legal Theory and Ethics, 2021. pp. 637-639.
4. Calo, Ryan, “Robots as Legal Metaphors”, Harvard Journal of Law and Technology, 2016. pp. 209-237. https://digitalcommons.law.uw.edu/faculty-articles/18/?utm/
5. Coglianese, Cary, & David Lehr, “Regulating by Robot: Administrative Decision Making in the Machine Learning Era”, Georgetown Law Journal, Vol. 105, No. 1147, pp. 1147-1223. https://ssrn.com/abstract=2928293? Utm/
6. Deeks, A., “The Judicial Demand for Explainable Artificial Intelligence”, Columbia Law Review, 119, No. 1829, 2019. pp.1829-1850. https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3440723&utm/
7. Dehghanpour Farashah, Sobhan, & Navid Rahbar, “Smart Courts: a study of necessity and Challenges”, Legal Research Quarterly, Vol. 25, 2023. pp. 153.179. (in Persian) 52547/JLR.2023.230059.2421/
8. Esmaeilpour, Mohammad Amin. “Artificial Intelligence as an Arbitrator: Formulating the Legal and Ethical Challenges of Applying Artificial Intelligence in the Arbitration Process”, Islamic Legal Research Journal, 26, No. 4, 2025. pp. 1305-1330. (in Persian). DOI: 10.30497/law.2025.247407.3669/
9. Esmaeilpour, Mohammad Amin, “Feasibility of using artificial intelligence in the evaluation of arbitration evidence in transnational rules”, Legal Research Journal, Vol. 27, No. 67, 2024. pp. 1-21. (in Persian) https://doi.org/10.48300/jlr.2024.485425.2775/
10. Esmaeilpour, Mohammad Amin, Fatemeh Ghanad, & Shahab Jafari Nedooshian, “The Feasibility of Using Artificial Intelligence in the Evaluation of Arbitration Evidence from the Perspective of Jurisprudence and Law”, Medical Law Journal, Vol. 17, No. 58, 2023. pp. 997 to 1012. (in Persian) http://ijmedicallaw.ir/article-1-1783-fa.html/
11. Esmaeilpour, Mohammad Amin, Fatemeh Ghanad, & Shahab Jafari Nedooshian, “Artificial intelligence methods in validation of arbitration evidence”, Private Law Research Journal, Vol. 12,No, 2, 2023. pp.61-105. (in Persian) https://doi.org/10.22054/jplr.2024.77464.2800/
12. Fadavi, Ahmad, & Mohsen Laleh-AliZadeh, “Ownership of Artificial Intelligence-Generated Works: An Overview of the Emerging Intellectual Property Challenges in the Technology Era”, Islamic Law Research Journal, Vol. 25, No. 4, 2024. pp. 949-976. (in Persian) https://doi.org/10.30497/law.2024.245828.3492/
13. Floridi, L. et al., “AI4People—an Ethical Framework for a Good AI Society: Opportunities, Risks, Principles, and Recommendations”, Minds and Machines,28, No. 4, 2019. pp.689-707. 10.1007/s11023-018-9482-5/
14. Gandamkar, Reza Hossein, Mohammad Salehi Mazandarani, & Mohammad Mahdi Hamidi, “A Comparative Study of the Possibility of the Existence of Legal Personality for Intelligent Systems in Islamic Jurisprudence, Iranian law and Law of the West”, Comparative Research in Islamic and Western Law, 2022. pp.235-266. (in Persian) 22091/CSIW.2021.5944.1903/
15. Hildebrandt, Mireille, “Law as Computation in the Era of Artificial Legal Intelligence”, Theoretical Inquiries in Law, Vol.20, No. 2, 2019. pp. 423–441. https://utppublishing.com/doi/10.3138/utlj.2017-0044/
16. Hosseini, Amir Ali, & Seyed Alireza Hashemi Zadeh Kehni, “The Digital Revolution in International Commercial Arbitration: Investigating Potential of Artificial Intelligence in Dispute Resolution”, Quarterly Journal of Economic and Commercial Law research, Vol. 2, No. 4, 2025. pp. 153-191. (in Persian)
https://doi.org/10.48308/eclr.2025.237427.1102/
1. Hosseini, Ahmad, and Colleagues, “Application of Artificial Intelligence in Judicial Proceedings, the Challenge of Transparency and its Solutions”, Quarterly Scientific Journal of Judicial Legal Perspectives, Vol. 28, No. 101, 2023. pp. 67-90. (in Persian) https://jlviews2.ujsas.ac.ir/article-1-2139-fa.html/
2. Hekmatnia, Mahmoud, Morteza Mohammadi, & Mohsen Vātheqi, “civil Liability for damages caused by robots based on autonomous artificial intelligence”, Islamic Law, Vol. 16, No. 60, 2019. pp. 231-255. (in Persian) https://hoquq.iict.ac.ir/article_36476.html/
3. Karimi, Mashallah, & Abdolsamad Aliabadi, “The Feasibility of Using Artificial Intelligence Proceedings in Iranian Jurisprudence and Law”, Comparative Studies of Islamic Jurisprudence and Legal Principles Quarterly, Vol. 7, No. 1, 2024. pp. 127-150. (in Persian)
https://mfu.uok.ac.ir/article_63430.html/
1. Kasap, Gizem Halis, “Can Artificial Intelligence (AI) Replace Human Arbitrators? ”, Technological Concerns and Legal Implications, J. Disp. Resol. 2021. pp. 208-254.
  1. https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3863136&utm/
2. Kroll, Joshua A. et al., “Accountable Algorithms”, University of Pennsylvania Law Review, Vol. 165, No. 3, 2017. pp. 633–705.
  1. https://scholarship.law.upenn.edu/penn_law_review/vol165/iss3/3/?utm/
3. Mafi, Homayoun, Fatemeh Ghanad, & Mohammad Amin Esmailpour, “The Place of Artificial Intelligence in the Validation of Arbitration Evidence”, Legal Civilization Quarterly, Vol. 6, No. 18, 2023. pp. 5-24. (in Persian) https://www.pzhfars.ir/article_193005.html/
4. Mehrafza, Mohammad Reza, Afshin Zargar, & Behnam Habibi Dargah, “Artificial Intelligence and International Commercial Arbitration”, International Legal Research Journal, Vol. 11, No. 42, 2018. pp. 331-352. (in Persian) https://journals.iau.ir/article_673049_44fca6c1c04427cb610c172c7f2297fc.pdf/
5. Mirftah, Seyed Ahmadreza, Ahmad Mohammadi, & Masoud Zamani, “Challenges of Online Arbitration in the Iranian Legal System and International Legal System”, Quarterly Journal of Political Sociology of Iran, Vol. 2, No. 7, 2019. pp. 224-248. (in Persian) https://jou.spsiran.ir/article_138569.html/
6. Rahbari, Ibrahim, & Ali Shabampour, “The Challenges in Employing of AI Judge in Civil Proceedings”, Legal Research Journal of Shahid Beheshti University, Vol. 25, No. 16, 1962. pp. 419-444. (in Persian) 52547/JLR.2022.228967.2335/
7. Shabani, Payam, Behnam Habibi Dargah, Ali Islāmi Panah, & Javad Khaleqiān, “The Role of the Arbitration Institution in Judicial Development with a Focus On Upstream Documents”, Encyclopedia of Comparative Fiqh and Law, Vol. 2, No. 2, 2024. pp. 94-113. (in Persian) https://jecjl.com/index.php/jecjl/article/view/54/
8. Shabani, Payam, Behnam Habibi Dargah, Ali Islāmi Panah, & Javad Khaleqiān, J. Judicial, “Judicial Development and the Institution of Arbitration in Comparative Analysis: Case Studies of Selected Countries”, Legal Studies in Digital Age, Vol. 42, No. 1, 2025. pp.1-13. (in Persian) https://jlsda.com/index.php/lsda/article/view/136/
9. Vij, Abhilasha, “Arbitrator-Robot: Is A (I) DR the future?”, 39 ASA Bulletins 1/2021, 2020. pp. 1-30.
https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3815946/
1. Volokh, E., “Chief Justice Robots”, Duke Law Journal, 2019. pp. 1159-1180.
2. Wachter, S., Mittelstadt, B., & Floridi, L., “Why a Right to Explanation of Automated Decision-Making Does Not Exist in the GDPR”, International Data Privacy Law, 2017. pp. 76–99. https://doi.org/10.1093/idpl/ipx005/
3. Wahyudi, A., “Digitalization and the Fight against Judicial Corruption”, IJLIT, 2021. pp. 14-18.
4. Wang, N., & Tian, M.Y., “Intelligent Justice: human-centered considerations in China’s legal AI transformation”, AI Ethics, 3, No.2, 2023. pp. 349-354. https://doi.org/10.1007/s43681-022-00202-3
5. Webster, Thomas, “Artificial Intelligence and Arbitration: The Rise of the Machine Arbitrator”, Journal of International Arbitration, 2019. pp. 649–672.
6. Winkler, Victoria, “Technology and Access to Justice in Europe”, CEPEJ Report, Council of Europe, 2021. pp. 53-55.
7. Završnik, A., “Criminal Justice, Artificial Intelligence Systems and Human Rights”, 2020. pp. 567-583. https://doi.org/10.1007/s12027-020-00602-0
8. Zeleznikow, J., “Technology and Dispute Resolution: A Review”, International Journal of Law and Information Technology, Vol.25, No. 3, pp. 207-210.
9. Zeleznikow, J., “A Comparative Study of Online Dispute Resolution in Australia, the UK, and Canada”, International Journal of Law and Information Technology, 2020. pp.90-95.
10. Zliobaite, I., “Measuring Discrimination in Algorithmic Decision Making”, Data Mining and Knowledge Discovery, 31, No. 4, 2017. pp. 1060-1089. https://link.springer.com/article/10.1007/s10618-017-0506-1/
Legislative and Regulatory Instruments:
1. European Commission for the Efficiency of Justice (CEPEJ). European Judicial Systems 2022.
2. Guidelines on the Use of Artificial Intelligence in Arbitration: 2023.
3. Infocomm Media Development Authority & Personal Data Protection Commission. Model AI Governance Framework. 2020 & AI Verify Toolkit and Governance Testing Framework. Singapore. 2022.
4. NIST, U.S. Department of Commerce. AI Risk Management Framework, 2023.
5. Parliamentary Research Center of the Islamic Consultative Assembly, “Examining the Legal Aspects of Artificial Intelligence and the Need for Regulation in Iran”, Report No. 17211, 2022. (in Persian)
6. Report on 2022 APEC Workshop on Providing Effective Dispute Resolution Mechanisms, Asia-Pacific Econ. Coop. Econ. Comm. 2022.
7. Supreme Council of the Cultural Revolution, “Comprehensive Scientific Map of the Country”, 2011. (in Persian)
8. Supreme Council of Cyberspace, “Annual Report on Digital Transformation in Iran”, Tehran: National Center for Cyberspace, 2023. (in Persian)
9. UNCITRAL, “Technical Notes on Online Dispute Resolution”, 2017.
10. United Nations Commission on International Trade Law. Technical Notes on Online Dispute Resolution, 2017.
11. Vice Presidency for Science and Technology of the Presidency, “National Strategic Document on Artificial Intelligence”, 2022. (in Persian)
Websites
1. Angwin, Julia et al., “Machine Bias”, ProPublica, May 23, 2016. (Paragraphs 17–18). https://www.propublica.org/article/machine-bias-risk-assessments-in-criminal-sentencing<(last visited 08/11/2024)
2. Government of Estonia, “e-Justice”, e-Estonia Briefing Centre, https://e-estonia.com/solutions/security-and-safety/e-justice/< (last visited 15/10/2024)
3. Government of Estonia, e-Estonia Briefing Centre, https://e-estonia.com<(last visited 15/10/2024)
4. https://www.tasnimnews.com/fa/news/1402/02/31/2898870<(last visited 05/03/2025).
5. https://rc.majlis.ir/fa/law/show/1802660?utm<(last visited 05/08/2024)
6. Https://Arbitrationcenter.ir<(last visited 15/01/2025).
7. OSTP, the AI Bill of Rights, 2022. https://www.whitehouse.gov/ostp/ai-bill-of-rights/>(last visited 20/03/2025