A SHARIAH ANALYSIS ON ARTIFICIAL INTELLIGENCE AND ITS ADOPTION IN ISLAMIC FINANCIAL INSTITUTIONS

Authors

  • Muhammad Izzul Syahmi Zulkepli University of Malaya image/svg+xml
  • Abdul Muneem University of Malaya image/svg+xml
  • Suffian Haqiem Norazelan University of Malaya image/svg+xml
  • Muhammad Afifi Abdul Hamid Sunway Collage, Malaysia

DOI:

https://doi.org/10.22452/fiqh.vol23no1.4

Keywords:

Artificial Intelligence, Ethical Technology, Islamic Finance, Shariah Compliance, Transaction Automation

Abstract

Artificial Intelligence (AI) has significantly transformed multiple industries, including Islamic finance, where it enhances operational efficiency, automates transactions, and supports better decision-making for both customers and financial institutions. Despite these benefits, the rapid advancement of AI raises important Shariah concerns that not yet fully addresses by Shariah scholars. For instance, in automated trading, AI systems can rebalance portfolios or execute sales without human involvement, prompting questions about legal capacity, accountability, and the absence of intention or will in AI-driven actions. This study therefore aims to identify key Shariah issues arising from AI applications in Islamic finance and propose essential considerations for its implementation. A qualitative approach was employed in this study, drawing on both classical and contemporary texts of Shariah principles, and applying a doctrinal analysis to examine AI applications in the Islamic finance industry. The study finds that, from a Shariah perspective, AI is permissible in Islamic finance as a supportive tool for enhancing efficiency and decision-making. However, from a fiqh perspective, responsibility for autonomous transactions remains with accountable human or legal entities, as AI does not possess legal capacity (ahliyyah). The application of AI is permissible provided that algorithmic bias is properly mitigated to uphold justice (ʿadl) for users, and that personal data is processed with valid consent, while safeguarding privacy and preventing harm in accordance with Shariah principles. The study contributes by highlighting future directions for the adoption of AI in Islamic financial institutions (IFIs), particularly in strengthening Shariah compliance and Islamic ethics in AI applications, applying the objectives of Shariah (Maqāṣid al-Sharī‘ah) as a guiding lens for AI adoption and Shariah governance, as well as encouraging collaboration between scholars and industry players to enhance understanding of AI and foster innovation in IFIs.

Author Biography

  • Muhammad Izzul Syahmi Zulkepli, University of Malaya

    (Corresponding Author) Email: izzulsyahmi95@um.edu.my

References

AAOIFI. "Standard No. (30) on Tawarruq." In Shariah Standards, Bahrain: Accounting and Auditing Organization for Islamic Financial Institutions, 2017.

Abdullah, Othman., Amir Shaharuddin, Muhamad Azhari Wahid, and Mohd Shukor Harun. "Ai Applications for Fiqh Rulings in Islamic Banks–Shariah Committee Acceptance." ISRA International Journal of Islamic Finance 16, no. 1 (2024): 111–26. https://doi.org/10.55188/ijif.v16i1.685.

Adanyin, Anthonette. "Ethical Ai in Retail: Consumer Privacy and Fairness." arXiv (2024): 1–17. https://doi.org/10.48550/arXiv.2410.15369.

Adznan, Syaima., Soliha Sanusi, Hafizah Omar Zaki, Mohamed Mahees Raheem, and Edib Smolo. "Islamic Banking and the Fourth Industrial Revolution: The Current Application, Adoption, and Future Challenges of Artificial Intelligence." In The Future of Islamic Finance, edited by Edib Smolo and Mohamed Mahees Raheem, 207–19: Emerald Publishing Limited, 2024.

Ahmad, Usman Shihab, Ikram Naif Muhammad, and Amir Muhammad Atiyah Alluhaibi. "Financial Rights and How Islam Preserved Them - the Theory of Money as a Model." Durar Journal for Islamic Studies 1, no. 2 (2024): 1–42. https://doi.org/10.62921/djis.2024.01201.

Ahmed, Habib. "Maqasid Al-Shari’ah and Islamic Financial Products: A Framework for Assessment." ISRA International Journal of Islamic Finance 3, no. 1 (2011): 149–60. https://journal.inceif.edu.my/index.php/ijif/article/view/116.

al-Suyūṭī. Al-Ashbah wa al-Naẓā’ir. Bayrūt: Dār Al-Kutub Al-‘Ilmiyyah, 1983.

al-Zuḥaily, Wahbah. "Al-Tawarruq Haqīqatuhu, wa Anwā‘Uhu (Al-Fiqhī al-Ma‘Rūf wa al-Maṣrāfi al-Munaẓẓam)." 19th Majmaʿ al-Fiqh al-Islamı Conference, Sharjah, United Arab Emirates, 26 March–23 April 2009.

Ali, Hassnian, Muhammad Bilal Zafar, and Ahmet Faruk Aysan. "Can Ai Think Like a Mufti? Evaluating the Semantic and Jurisprudential Fidelity of Large Language Models in Islamic Finance." Evaluating the Semantic and Jurisprudential Fidelity of Large Language Models in Islamic Finance (April 17, 2025) (2025).

Alsaghir, Mohammad. "Digital Risks and Islamic Fintech: A Road Map to Social Justice and Financial Inclusion." Journal of Islamic Accounting and Business Research ahead-of-print, no. ahead-of-print (2023): 1–18. https://doi.org/10.1108/JIABR-10-2022-0262.

AlSagri, Hatoon S. "Hybrid Machine Learning Based Multi-Stage Framework for Detection of Credit Card Anomalies and Fraud." IEEE Access 13 (2025).

Arsyad, Ifan, Dona Budi Kharisma, and Jamal Wiwoho. "Artificial Intelligence and Islamic Finance Industry: Problems and Oversight." International Journal of Law and Management ahead-of-print, no. ahead-of-print (2025). https://doi.org/10.1108/IJLMA-07-2024-0236.

Artherton, Daniel. "Ai Incident Roundup – November and December 2025 and January 2026." accessed April 19, 2026. https://incidentdatabase.ai/blog/incident-report-2025-november-december-2026-january/.

Aspers, Patrik, and Ugo Corte. "What Is Qualitative in Qualitative Research." Qualitative sociology 42, no. 2 (2019): 139–60. https://doi.org/10.1007/s11133-019-9413-7.

Babu, Mr V SOWRI, and KRISHNA Banana. "A Study on Narrow Artificial Intelligence-an Overview." International Journal of Engineering Science and Advanced Technology (IJESAT) 24 (2024): 210–19.

Bano, Muneera, Didar Zowghi, Pip Shea, and Georgina Ibarra. "Investigating Responsible Ai for Scientific Research: An Empirical Study." arXiv preprint arXiv:2312.09561 (2023). https://doi.org/10.48550/arXiv.2312.09561.

Barocas, Solon, Moritz Hardt, and Arvind Narayanan. Fairness and Machine Learning: Limitations and Opportunities. Massachusetts, USA: MIT press, 2023.

Batool, Amna, Didar Zowghi, and Muneera Bano. "Ai Governance: A Systematic Literature Review." AI and Ethics 5, no. 3 (2025): 3265–79. https://doi.org/10.1007/s43681-024-00653-w.

Bayakhmetova, Aliya, Lyudmila Rudenko, Liubov Krylova, Buldyryk Suleimenova, Shakizada Niyazbekova, and Ardak Nurpeisova. "Artificial Intelligence in Financial Behavior: Bibliometric Ideas and New Opportunities." Journal of Risk and Financial Management 18, no. 3 (2025): 1–17. https://doi.org/10.3390/jrfm18030159.

BIMB. "Bank Islam Malaysia Berhad." n.d, accessed June 19, 2025. https://www.bankislam.com/chat-with-adam/.

BNM. "Policy Document on Tawarruq." Bank Negara Malaysia, 2018, accessed December 8, 2025. https://www.bnm.gov.my/documents/20124/938039/pd_reissuancetawarruq_dec2018.pdf/bcc4b359-381c-5035-f9f0-3908faebb92a?t=1592249563244.

Bouheraoua, Said, Shamsiah Mohamad, Noor Suhaida Kasri, and Syahida Abdulah. "Shariah Issues in Intangible Assets." [In en]. Jurnal Syariah 23, no. 2 (2015): 287–324. https://doi.org/10.22452/js.vol23no2.5.

Busari, Saheed Adbullahi, Hassan Suleiman, and Habeebullah Zakariyah. "Ownership Transfer of Digital Assets in Islamic Wealth Management: A Juristic Analysis." [In en]. Journal of Emerging Economies and Islamic Research 11, no. 3 (2023): 36–47. https://doi.org/10.24191/jeeir.v11i3.22997.

Cai, Jing., Arya Gaduh, and Maria Valencia Elita Sarah. "Innovative Credit Scoring: Unlocking Financial Opportunities for Micro, Small and Medium Enterprises (Landscape Memo)." accessed July 21, 2025. https://www.povertyactionlab.org/sites/default/files/review-paper/Innovative%20credit%20scoring_Unlocking%20financial%20opportunities%20for%20micro%2C%20small%2C%20and%20medium%20enterprises%20.pdf.

Černevičienė, Jurgita., and Audrius Kabašinskas. "Explainable Artificial Intelligence (Xai) in Finance: A Systematic Literature Review." Artificial Intelligence Review 57, no. 8 (2024): 1–45. https://doi.org/10.1007/s10462-024-10854-8.

Chan, Mark. "Malaysia: Digital Payments, Data Regulations, and Ai as Most Promising Areas for Digital Economy Collaboration." In The Asean Digital Economy, 76–96: London, United Kingdom: Routledge, 2023.

Commission, Securities and Exchange. "Sec Charges Knight Capital with Violations of Market Access Rule." accessed May 14, 2026. https://www.sec.gov/newsroom/press-releases/2013-222.

Datta, Shuvo Dip, Mobasshira Islam, Md Habibur Rahman Sobuz, Shakil Ahmed, and Moumita Kar. "Artificial Intelligence and Machine Learning Applications in the Project Lifecycle of the Construction Industry: A Comprehensive Review." Heliyon (2024). /https://doi.org/10.1016/j.heliyon.2024.e26888.

de Castro Vieira, José Rômulo, Flavio Barboza, Daniel Cajueiro, and Herbert Kimura. "Towards Fair Ai: Mitigating Bias in Credit Decisions-a Systematic Literature Review." Journal of Risk and Financial Management 18, no. 228 (2025): 1–30. https://doi.org/10.3390/jrfm18050228.

Dewasiri, Narayanage Jayantha, Karunarathnage Sajith Senaka Nuwansiri Karunarathne, Sangeeta Menon, Potupitiya Gamaathige Sanjeewani Amila Jayarathne, and Mananage Shanika Hansini Rathnasiri. "Fusion of Artificial Intelligence and Blockchain in the Banking Industry: Current Application, Adoption, and Future Challenges." In Transformation for Sustainable Business and Management Practices: Exploring the Spectrum of Industry 5.0, edited by Aarti Saini and Vikas Garg. Leeds, England: Emerald Publishing Limited, 2023.

Diaz-Llairo, Maria Amparo. "Exploring a Smart City and the Epicenter of Megatrends in Innovation with Artificial Intelligence: The Case of Dubai." In Data-Driven Governance through Ai, Digital Marketing, and the Privacy Interplay, edited by Jose Ramon Saura. New York, USA: IGI Global Scientific Publishing, 2025.

Dubai, Smart. "Ai Ethics Principles and Guidelines." Smart Dubai, 2022, accessed October 1, 2025. https://www.digitaldubai.ae/docs/default-source/ai-principles-resources/ai-ethics.pdf.

Dziawgo, Tomasz. "Supervisory Technology as a New Tool for Banking Sector Supervision." Journal of Banking and Financial Economics 15, no. 1 (2021): 5–13. https://doi.org/10.7172/2353-6845.jbfe.2021.1.1.

Elmahjub, Ezieddin. "Artificial Intelligence (Ai) in Islamic Ethics: Towards Pluralist Ethical Benchmarking for Ai." Philosophy & Technology 36, no. 73 (2023): 1–2473. https://doi.org/10.1007/s13347-023-00668-x.

Fernandez, Dahlia., Omkar Dastane, Hafizah Omar Zaki, and Aini Aman. "Robotic Process Automation: Bibliometric Reflection and Future Opportunities." European Journal of Innovation Management 27, no. 2 (2023): 692–712. https://doi.org/10.1108/MIP-12-2022-0568.

Ford, Jacob. "Fairness in Focus: Quantitative Insights into Bias within Machine Learning Risk Evaluations and Established Credit Models." Management System Engineering 4, no. 8 (2025): 1–13. https://doi.org/10.1007/s44176‑025‑00043‑4.

Fumiko, Kudo , Hiromi Arai, and Arisa Ema. "Ethical Issues Regarding the Use of Ai Profiling Services for Recruiting: The Japanese Rikunabi Data Scandal." arXiv (2020): 1–7. https://doi.org/10.48550/arXiv.2005.08663.

Gochhait, Saikat., Tharmalingam Gunasekar, Prabakaran Raghavendran, and Zafrul Allam. "Enhancing Compliance and Efficiency in Islamic Banking through Regtech Solutions." Paper presented at the 2024 International Conference on Sustainable Islamic Business and Finance (SIBF), Bahrain, 2024.

Gorian, Ella, and Noor Dzuhaidah Osman. "Digital Ethics of Artificial Intelligence (Ai) in Saudi Arabia and United Arab Emirates." Malaysian Journal of Syariah and Law 12, no. 3 (2024): 583–97. https://doi.org/10.33102/mjsl.vol12no3.798.

Haron, Abdullah, and Ahmad Zakirullah Mohamed Shaarani. Ethics in Islamic Finance. Kuala Lumpur: IBFIM, 2013.

Hemed, Hafidh Abdulla, Arwa Abubaker Abdullah Alamoudi, Anas Abdulkadir Abubakar Al Qassim, and Bandar Mohammed Saif Qasem. "The Potential Use of Fintech Developments in Takaful." International Journal of Management and Applied Research 8, no. 2 (2021): 109–21. https://doi.org/10.18646/2056.82.21-007.

Hernandez, Ernesto Giralt. "Towards an Ethical and Inclusive Implementation of Artificial Intelligence in Organizations: A Multidimensional Framework." arXiv:2405.01697 (2024): 1–15. https://doi.org/10.48550/arXiv.2405.01697.

IFSB. Islamic Financial Services Industry Stability Report 2025. Islamic Financial Services Board. Kuala Lumpur, Malaysia, 2025.

Iqbal, Muhammad Saeed., Fifi Anti Mapika Sari Binti Sukamto, Siti Noraisyah Binti Norizan, Shanayyara Mahmood, Arooj Fatima, and Faiza Hashmi. "Ai in Islamic Finance: Global Trends, Ethical Implications, and Bibliometric Insights." Review of Islamic Social Finance and Entrepreneurship (2025): 70–85. https://doi.org/10.20885/RISFE.vol4.iss1.art6.

Isaak, J., and M. J. Hanna. "User Data Privacy: Facebook, Cambridge Analytica, and Privacy Protection." Computer 51, no. 8 (2018): 56–59. https://doi.org/10.1109/MC.2018.3191268.

Islamweb.net. "Hukmu Jam'il Bayanat Minal Mawaqi' Al-Iliktroniyyah Bighairi Izni Ashabiha." Islamweb.net, accessed May 13, 2026. https://www.islamweb.net/ar/fatwa/51569/حكم-جمع-البيانات-من-المواقع-الإلكترونية-بغير-إذن-أصحابها.

Kaur, Amandeep. "A Comprehensive Analysis of Types of Artificial Intelligence: Classification, Applications, and Future Directions." International Journal of Advanced Research in Computer and Communication Engineering 14, no. 2 (2025): 167–72. https://doi.org/ 10.17148/IJARCCE.2025.14221.

Keith, Andrew J. "Governance of Artificial Intelligence in Southeast Asia." Global Policy 15, no. 5 (2024): 937–54. https://doi.org/10.1111/1758-5899.13458.

Khan, Muhammad Salar, and Hamza Umer. "Sacred or Secular? Religious Bias in Ai-Generated Financial Advice." arXiv preprint arXiv:2504.07118 (2025): 1–36. https://doi.org/10.48550/arXiv.2504.07118.

Khoirunnisa, Ana, Fathur Rohman, Hilda Aulya Azizah, Devi Ardianti, Arinta Lailatul Maghfiroh, and Aditya Muhammad Noor. "Islam in the Midst of Ai (Artificial Intelligence) Struggles: Between Opportunities and Threats." SUHUF 35, no. 1 (2023): 26–30. https://doi.org/10.23917/suhuf.v35i1.22365.

Kiger, Patrick J. "Flip Flop: Why Zillow's Algorithmic Home Buying Venture Imploded." accessed May 14, 2026. https://www.gsb.stanford.edu/insights/flip-flop-why-zillows-algorithmic-home-buying-venture-imploded.

Kim, HyunJin, Xiaoyuan Yi, Jing Yao, Jianxun Lian, Muhua Huang, Shitong Duan, JinYeong Bak, and Xing Xie. "The Road to Artificial Superintelligence: A Comprehensive Survey of Superalignment." arXiv preprint arXiv:2412.16468 (2024): 1–18. https://doi.org/10.48550/arXiv.2412.16468.

Kismawadi, Early Ridho, Mohammad Irfan, and Isnaini Harahap. "Integrating Artificial Intelligence in Islamic Financial Management: Opportunities and Challenges in Maintaining Shariah Compliance." In Indigenous Empowerment through Human-Machine Interactions, edited by I. Ghosal, Gupta, S., Rana, S. and Saha, D.. Leeds: Emerald Publishing Limited, 2025.

Kok, Seng Loong, and Supaprawat Siripipatthanakul. "Artificial Intelligence (Ai) Adoption: The Case of the Malaysian Financial Industry." Advance Knowledge for Executives 2, no. 4 (2023): 1–15. https://ssrn.com/abstract=4644825.

Kunhibava, Sherin., Aishath Muneeza, Zakariya Mustapha, Mohammad Ershadul Karim, and Auwal Adam Sa’ad. "Selected Issues in the Use of Regtech in the Islamic and Conventional Financial Markets." Journal of Islamic Accounting and Business Research 15, no. 5 (2024): 746–61. https://doi.org?10.1108/JIABR-03-2022-0069.

Laldin, Mohamad Akram, and Hafas Furqani. "Fintech and Islamic Finance: Setting the Sharī ‘Ah Parameters." In Fintech in Islamic Finance, edited by U. A. Oseni and S. Nazim Ali. New York: Routledge, 2019.

Lisa, Joyce. "Ai and the Banking Industry’s $1 Trillion Opportunity." accessed May 23, 2025. https://thefinancialbrand.com/news/artificial-intelligence-banking/artificial-intelligence-trends-banking-industry-72653.

Management, Maybank Asset. "Maybank Asset Management Launches Ai-Powered Shariah-Compliant Discretionary Portfolio Mandate with Arabesque Ai." accessed June 19 2025. https://www.maybank-am.com.my/w/maybank-asset-management-launches-ai-powered-shariah-compliant-discretionary-portfolio-mandate-with-arabesque-ai-1.

Mastrogiorgio, Antonio., and Riccardo Palumbo. "Superintelligence, Heuristics and Embodied Threats." Mind & Society (2025): 1–15. https://doi.org/10.1007/s11299-025-00317-0.

Merriam, Sharan B, and Robin S Grenier. Qualitative Research in Practice: Examples for Discussion and Analysis. San Francisco: John Wiley & Sons, 2019.

Mirishli, Shahmar. "Ethical Implications of Ai in Data Collection: Balancing Innovation with Privacy." arXiv (2025): 1–16. https://doi.org/10.48550/arXiv.2503.14539.

Mohd Noh, Mohd Shahid., and Mohd Zaidi Daud. Kaedah-Kaedah Fiqh Dalam Muamalat Asas Dan Aplikasi. Kuala Lumpur: Universiti Malaya Press, 2024.

MOSTI. "The National Guidelines on Ai Governance and Ethics." accessed June 21, 2025, https://mastic.mosti.gov.my/publication/the-national-guidelines-on-ai-governance-ethics/.

Mukhamediev, Ravil I., Yelena Popova, Yan Kuchin, Elena Zaitseva, Almas Kalimoldayev, Adilkhan Symagulov, Vitaly Levashenko, et al. "Review of Artificial Intelligence and Machine Learning Technologies: Classification, Restrictions, Opportunities and Challenges." Mathematics 10, no. 15 (2022): 2552. https://doi.org/10.3390/math10152552.

Naik, Nithesh, BM Hameed, Dasharathraj K Shetty, Dishant Swain, Milap Shah, Rahul Paul, Kaivalya Aggarwal, et al. "Legal and Ethical Consideration in Artificial Intelligence in Healthcare: Who Takes Responsibility?." Frontiers in surgery 9 (2022): 1–6. https://doi.org/10.3389/fsurg.2022.862322.

Nawi, Aliff., Mohd Faiz Mohd Yaakob, Chua Chy Ren, Nor Yazi Khamis, and Ab Halim Tamuri. "A Preliminary Survey of Muslim Experts' Views on Artificial Intelligence." Islamiyyat 43, no. 2 (2021): 3–16. https://doi.org/10.17576/islamiyyat-2021-4302-01.

Nazir, Miyan. "Smart Contracts Islamic Jurisprudence Standpoint." Paper presented at the Al-Baraka Symposium on Islamic Economics, Jeddah, 2019.

Pankowska, Paulina Karolina. Framework on Ethical Aspects of Artificial Intelligence, Robotics and Related Technologies. European Union, 2020. https://doi.org/10.2861/94107.

Priantina, Anita., Mimma Maripatul Uula, and Evania Herindar. "Ai in Fatwa Formulation: Transforming Sharia-Compliant Finance." Journal of Central Banking Law and Institutions 4, no. 3 (2025): 595–634. https://doi.org/10.21098/jcli.v4i3.446.

Qudah, Hanan., Sari Malahim, Rula Airout, Mohammad Alomari, Aiman Abu Hamour, and Mohammad Alqudah. "Islamic Finance in the Era of Financial Technology: A Bibliometric Review of Future Trends." International Journal of Financial Studies 11, no. 2 (2023): 1–29. https://doi.org/10.3390/ijfs11020076.

Rezaei, Zeinab. "Reframing Floridi and Cowls’ Ai Ethics Framework through Islamic Moral Thought." AI and Ethics 6, no. 185 (2026): 1–14. https://doi.org/10.1007/s43681-026-01028-z.

Rizky, Uvy Dian, and Abdul Mongid. "Stress Test of Credit Risk Using Montecarlo Simulation: Indonesian Sharia Rural Banks." Journal of Emerging Economies and Islamic Research 13, no. 1 (2025): 2135–35. https://doi.org/10.24191/jeeir.v13i1.2135.

Sahoo, Deepak K., Anish Kumar, Preet Kanwal, and Rohit Sabnis. "Ai-Driven Market Intelligence: Enhancing Competitive Analysis and Market Positioning." In Ai, Corporate Social Responsibility, and Marketing in Modern Organizations, edited by Muhammad Nawaz Tunio. IGI Global Scientific Publishing, 2025.

Salami, Isaac Adinoyi., Temilade Oluwatoyin Adesokan-Imran, Olufisayo Juliana Tiwo, Olufunke Cynthia Metibemu, Abayomi Titilola Olutimehin, and Oluwaseun Oladeji Olaniyi. "Addressing Bias and Data Privacy Concerns in Ai-Driven Credit Scoring Systems through Cybersecurity Risk Assessment." Asian Journal of Research in Computer Science 18, no. 4 (2025): 59–82. https://doi.org/10.9734/ajrcos/2025/v18i4608.

Sartori, Laura, and Andreas Theodorou. "A Sociotechnical Perspective for the Future of Ai: Narratives, Inequalities, and Human Control." Ethics and Information Technology 24, no. 4 (2022): 1–14. https://doi.org/10.1007/s10676-022-09624-3.

SDAIA. "Ai Ethics Principles." Saudi Data and AI Authority, accessed October 1, 2025, https://sdaia.gov.sa/en/SDAIA/about/Documents/ai-principles.pdf.

Shalhoob, Hebah. "The Role of Ai in Enhancing Shariah Compliance: Efficiency and Transparency in Islamic Finance." Journal of Infrastructure Policy and Development 9, no. 1 (2025): 11239–39. https://doi.org/10.24294/jipd11239.

Shalhoob, Hebah, and Iman Babiker. "Exploration of Ai in Ensuring Sharia Compliance in If Institutions: Focus on Accounting Practices." Open Journal of Business and Management 13, no. 2 (2025): 1435–48. https://doi.org/10.24294/jipd11239.

Sitiris, Miszairl., and Adbullahi Busari. "The Legal Capacity (Al-Ahliyyah) of Artificial Intelligence from an Islamic Jurisprudential Perspective." Malaysian J. Syariah & L. 12 (2024): 31–42. https://doi.org/10.33102/mjsl.vol12n1.453.

SPDPC. "Model Artificial Intelligence Governance Framework." accessed October 1, 2025. https://www.pdpc.gov.sg/-/media/files/pdpc/pdf-files/resource-for-organisation/ai/sgmodelaigovframework2.pdf.

Taherdoost, Hamed, and Mitra Madanchian. "Artificial Intelligence and Sentiment Analysis: A Review in Competitive Research." Computers 12, no. 2 (2023): 37. https://doi.org/10.3390/computers12020037.

Thoriquttyas, Titis., and Nita Rohmawati. "Maqasid Al-Sharia and the Digital Data Ownership: From Al-Shatibi to Jasser Auda." Journal of Islamic Law on Digital Economy and Business 1, no. 2 (2026): 168–81. https://doi.org/10.20885/JILDEB.vol1.iss2.art5.

Tigges, Maximilian., Sönke Mestwerdt, Sebastian Tschirner, and René Mauer. "Who Gets the Money? A Qualitative Analysis of Fintech Lending and Credit Scoring through the Adoption of Ai and Alternative Data." Technological Forecasting and Social Change 205 (2024): 123491. https://doi.org/10.1016/j.techfore.2024.123491.

Tuan Ibrahim, Tuan Muhammad Faris Hamzi, Ahmad Salman Mohammad Yusof, Mohamad Aniq Aiman Alias Ahmad, Muhammad Sobri Faisal, and Ahmad Syukran Baharuddin. "Pengaplikasian Artificial Intelligent Dalam Pembuktian Di Mahkamah Syariah: Tinjauan Awal Berdasarkan Perspektif Fiqh." Paper presented at the E-Proceeding of International Seminar on Usul Fiqh (iSUFI) 2024, 2024.

Uriawan, Wisnu., Imany Fauzy Rahman, Muhamad Zidan, Irma Rohmatillah, Muhammad Arkan Raihan, and Irma Dwiyanti. "Preventing Ai Deepfake Abuse: An Islamic Ethics Framework." arXiv preprint arXiv:2512.17218 (2025): 1–12. https://doi.org/10.48550/arXiv.2512.17218.

Usher, Maya., and Miri Barak. "Unpacking the Role of Ai Ethics Online Education for Science and Engineering Students." International Journal of STEM Education 11, no. 35 (2024): 1–14. https://doi.org/10.1186/s40594-024-00493-4.

Wahid, Soleh Hasan. "Exploring the Intersection of Islam and Digital Technology: A Bibliometric Analysis." Social Sciences & Humanities Open 10 (2024): 1–28. https://doi.org/10.1016/j.ssaho.2024.101085.

Wazin, Wazin., Siti Patimah, and Aan Ansori. "Optimizing Ai Technology in Assessing Islamic Financing Risks: A Swot Analysis of Challenges and Opportunities from an Islamic Legal Perspective (Fiqh)." Al-Istinbath: Jurnal Hukum Islam 10, no. 1 (2025): 172–93. https://doi.org/10.29240/jhi.v10i1.11941.

Wu, Meng., Geetha Subramaniam, Zeyu Li, and Xiuchun Gao. "Using Ai Technology to Enhance Data‐Driven Decision‐Making in the Financial Sector." In Artificial Intelligence‐Enabled Businesses: How to Develop Strategies for Innovation, edited by Sweta Dixit, Mohit Maurya, Vishal Jain and Geetha Subramaniam. New York, USA: Wiley, 2025.

Zafar, Muhammad Bilal., and Hassnian Ali. "Shariah Governance Standard on Generative Ai for Islamic Financial Institutions." SSRN (2025): 1–31. https://doi.org/10.2139/ssrn.5143165.

Zaydān, Abd al-Karim. "Naẓariyyah al-‘Aqd." In Al-Madkhal li Dirāsah al-Sharī‘ah al-Islāmiyyah. Bayrut: Mu’assasah al-Risālah, 2012.

Zeranski, Stefan., and Ibrahim E Sancak. "Digitalisation of Financial Supervision with Supervisory Technology (Suptech)." Journal of International Banking Law & Regulation, no. 8 (2020): 308–29. https://doi.org/10.2139/ssrn.3632053.

Zuhaily, Wahbah. Al-Fiqh al-Islami wa Adillatuhu Vol. 5. Damascus: Dar al Fikr, 1985.

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2026-06-30

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