ARTIFICIAL INTELLIGENCE AND SHARĪʿAH AUDIT: DEVELOPING ETHICAL GOVERNANCE MODELS FOR ISLAMIC FINANCIAL INSTITUTIONS
DOI:
https://doi.org/10.59623/1thmzs83Keywords:
Artificial Intelligence, Sharīʿah Audit, Islamic Financial, Ethical FinanceAbstract
The convergence of artificial intelligence (AI) with Sharīʿah audit mechanisms presents a transformative opportunity for Islamic financial institutions (IFIs) seeking to reinforce ethical governance amid rapid digital disruption. This study investigates how AI-driven tools—including natural language processing, machine learning, and blockchain-integrated audit systems—can be systematically embedded within the Sharīʿah governance architecture of IFIs without compromising the primacy of divine normativity enshrined in Islamic jurisprudence. Drawing upon a systematic literature review of 40 peer-reviewed sources spanning 2022–2026, complemented by a conceptual framework grounded in Maqāṣid al-Sharīʿah, this paper develops the AI-Integrated Sharīʿah Governance (AISG) model—a tiered, ethically bounded architecture that maps AI functionalities to discrete audit domains. The study identifies five principal governance dimensions: compliance automation, fatwa advisory augmentation, risk surveillance, transparency enhancement, and accountability reporting. Findings demonstrate that while AI substantially increases audit efficiency and real-time compliance monitoring, persistent challenges encompassing algorithmic opacity, data sovereignty concerns, the irreplaceability of human scholarly discretion, and cross-jurisdictional regulatory fragmentation must be systematically resolved. The AISG model offers a replicable framework for regulators, Sharīʿah supervisory boards, and fintech developers operating across Muslim-majority and dual-banking jurisdictions. This research contributes to the nascent body of knowledge on AI governance in Islamic finance, offering both theoretical scaffolding and actionable policy recommendations.
References
AAOIFI. (2017). Sharīʿah Standards. Accounting and Auditing Organisation for Islamic Financial Institutions.
AAOIFI. (2021). Governance Standards for Islamic Financial Institutions. Accounting and Auditing Organisation for Islamic Financial Institutions.
Alghadi, M. Y., Alqudah, H., Lutfi, A., Ananzeh, H., Marei, A., Almaiah, M. A., & Al-Matari, Y. (2023). Enhancing cyber governance in Islamic banks: The influence of artificial intelligence and the moderating effect of Covid-19 pandemic. International Journal of Data and Network Science. https://doi.org/10.5267/j.ijdns.2023.9.023
Ali, F., Bouzoubaa, K., Gelli, F., Hamzi, B., & Khan, S. (2025). Islamic Ethics and AI: An Evaluation of Existing Approaches to AI using Trusteeship Ethics. Philosophy & Technology, 38. https://doi.org/10.1007/s13347-025-00922-4
Alsalih, A. (2026). Harnessing Artificial Intelligence and Blockchain Technologiesfor Shariah-Compliant Accounting: A Critical Evaluation ofOpportunities, Challenges, and Ethical Implications. International Journal of Accounting and Economics Studies. https://doi.org/10.14419/11ag0x81
Arifardhani, Y., Ahmat, N. H. C., & Mukri, M. (2025). The Role of Law in AI-Based Business Ecosystems: A Contextualized Perspective from Islamic Law. Jurnal Ilmiah Mizani: Wacana Hukum, Ekonomi Dan Keagamaan. https://doi.org/10.29300/mzn.v12i1.6961
Astuti, S., Rahman, A., & Prabowo, H. Y. (2026). Integration of Shariah Audit and Shariah Governance in Supporting ESG Compliance: A Systematic Literature Review. Owner. https://doi.org/10.33395/owner.v10i2.3213
Azizov, E., Azizov, A., Azizli, A., & Babayev, A. A. (2025). A Maqasid al-Shariah Framework for Fintech and Digital Asset Regulation in Muslim Jurisdictions. Journal of Islamic Law and Legal Studies. https://doi.org/10.70063/jills.v2i2.119
Bank Negara Malaysia. (2019). Shariah Governance Policy Document. BNM.
Bank Negara Malaysia. (2022). Financial Sector Blueprint 2022–2026. BNM.
Bas, M. B., Rhamadhani, R. F., Anggraeni, R. N., Darmawan, P. E., & Djuri, P. A. (2025). Artificial Intelligence and Financial Regulation in Indonesia’s Islamic Banking. Paradoks : Jurnal Ilmu Ekonomi. https://doi.org/10.57178/paradoks.v8i3.1519
Billah, M., & Zahid, Z. (2026). Artificial Intelligence in Islamic Fatwa and Shariah Advisory: Opportunities, Limitations, and the Imperative of Human-in-the-Loop Shariah Governance. International Journal of Innovative Inventions in Social Science and Humanities. https://doi.org/10.58806/ijiissh.2026.v3i1n12
Bin-Nashwan, S. A., Li, J. Z., Jiang, H., Bajary, A. R., & Ma’aji, M. (2024). Does AI adoption redefine financial reporting accuracy, auditing efficiency, and information asymmetry? An integrated model of TOE-TAM-RDT and big data governance. Computers in Human Behavior Reports. https://doi.org/10.1016/j.chbr.2024.100572
CBUAE. (2023). Shariah Governance Framework for Licensed Financial Institutions. Central Bank of the UAE.
Desky, H., Zulhamdi, Z., & Savitri, A. (2025). The Transformation of Risk Management in Islamic Financial Institutions. Al-Hiwalah : Journal Syariah Economic Law. https://doi.org/10.47766/al-hiwalah.v4i1.6060
Dey, M., Ahmed, R., & Rahman, T. (2025). Predictive Analytics in Islamic Banking: Reconciling Algorithmic Credit Models with Sharīʿah Compliance Requirements. Journal of Islamic Monetary Economics and Finance, 11(1), 45–72.
Dusuki, A. W. (Ed.). (2011). Islamic Financial System: Principles and Operations. ISRA.
Elmahjub, E. (2023). Artificial Intelligence (AI) in Islamic Ethics: Towards Pluralist Ethical Benchmarking for AI. Philosophy & Technology, 36, 1–24. https://doi.org/10.1007/s13347-023-00668-x
Farook, S., & Farida Hj. Mohd Faruk, M. (2011). Shariah Supervision, Corporate Governance and the Islamic Financial System. In M. K. Hassan & M. Mahlknecht (Eds.), Islamic Capital Markets: Products and Strategies (pp. 183–202). Wiley.
Fedyk, A., Hodson, J., Khimich, N., & Fedyk, T. (2022). Is artificial intelligence improving the audit process? Review of Accounting Studies, 27, 938–985. https://doi.org/10.1007/s11142-022-09697-x
Ginena, K., & Hamid, A. (2015). Foundations of Sharīʿah Governance of Islamic Banks. Wiley.
Grais, W., & Pellegrini, M. (2006). Corporate Governance and Sharīʿah Compliance in Institutions Offering Islamic Financial Services. In World Bank Policy Research Working Paper No. 4054. World Bank.
Habib, Z. (2025). Ethics of Artificial Intelligence in Maqāṣid Al-Sharīa’s Perspective. KARSA Journal of Social and Islamic Culture. https://doi.org/10.19105/karsa.v33i1.19617
Hailu, S. M., & Tekdoğan, Ö. F. (2023). Ensuring The Compliance of Islamic Finance Applications with Shariah Principles in Ethiopia: The Way Forward. Hitit İlahiyat Dergisi. https://doi.org/10.14395/hid.1247875
Hamadou, I., Yumna, A., Hamadou, H., & Jallow, M. (2024). Unleashing the power of artificial intelligence in Islamic banking: A case study of Bank Syariah Indonesia (BSI). Modern Finance. https://doi.org/10.61351/mf.v2i1.116
Han, H., Shiwakoti, R., Jarvis, R., Mordi, C., & Botchie, D. (2023). Accounting and auditing with blockchain technology and artificial Intelligence: A literature review. Int. J. Account. Inf. Syst., 48, 100598. https://doi.org/10.1016/j.accinf.2022.100598
Hasan, Z. (2009). Corporate Governance: Western and Islamic Perspectives. International Review of Business Research Papers, 5(1), 277–293.
Hasan, Z. (2014). Sharīʿah Governance in Islamic Banks. Edinburgh University Press.
Hassan, M. K., Aliyu, S., & Brodmann, J. (2021). Fintech and Islamic Financial Services: A Landscape Review. Emerging Markets Review, 47, 100776.
IFSB. (2024). Islamic Financial Services Industry Stability Report 2024. Islamic Financial Services Board.
Iqbal, M., Sukamto, F. A. M. S. B., Norizan, S. N. B., Mahmood, S., Fatima, A., & Hashmi, F. (2025). AI in Islamic finance: Global trends, ethical implications, and bibliometric insights. Review of Islamic Social Finance and Entrepreneurship. https://doi.org/10.20885/risfe.vol4.iss1.art6
Jokhio, M. N., & Jaffer, M. A. (2024). Generative AI in Shariah Advisory in Islamic Finance: An Experimental Study. Business Review. https://doi.org/10.54784/1990-6587.1665
Karim, R. A. A. (1990). The Independence of Religious and External Auditors: The Case of Islamic Banks. Accounting, Auditing & Accountability Journal, 3(3), 34–44.
Kholis, N. (2025). A normative ethical analysis of Islamic unit-linked insurance using the Maqasid Shariah framework of Abu Zahrah. Journal of Islamic Economics Lariba. https://doi.org/10.20885/jielariba.vol11.iss1.art18
Kismawadi, E. R., Hervasha, T., & Syahril, M. (2024). Optimizing Sharia Principles Through Artificial Intelligence: A Juridical-Economic Inquiry Into Combating Fraud In Islamic Financial Institutions. PROCEEDINGS: Dirundeng International Conference on Islamic Studies. https://doi.org/10.47498/dicis.v3i.2805
Mai, W., Ambashe, M., & Ohueri, C. (2024). Artificial Intelligence Ethics Best Practices Model for Financial Decision-Making in Chinese Financial Institutions. Int. J. Inf. Technol. Syst. Approach, 17, 1–18. https://doi.org/10.4018/ijitsa.337388
Mbaidin, H., Sbaee, N. Q., AlMubydeen, I. O., Chindo, U. M., & Alomari, K. M. (2023). The role of AI integration and governance standards: Enhancing financial reporting quality in Islamic banking. Decision Science Letters. https://doi.org/10.5267/j.dsl.2023.12.001
Mohamad, S. H., & Sulong, J. (2025). Governance Gaps and Shariah Non-Compliance: A Critical Review of Institutional Practices and Regulatory Responses. International Journal of Research and Innovation in Social Science. https://doi.org/10.47772/ijriss.2025.910000793
Moody’s Investors Service. (2023). Sukuk: Sector In-Depth – Structural Complexity and Documentation Risk in Global Sukuk Markets. Moody’s.
Muhammed, J., & Muneeza, A. (2022). Blockchain Technology Application in Sukuk Issuance and Management. Journal of Islamic Finance, 11(1), 1–12.
Nwachukwu, P. S., Chima, O. K., & Okolo, C. H. (2025). The artificial intelligence governance framework for finance: A control-by-design approach to algorithmic decision-making in accounting. Finance & Accounting Research Journal. https://doi.org/10.51594/farj.v7i8.2016
OJK. (2020). Roadmap Pengembangan Perbankan Syariah Indonesia 2020–2025. Otoritas Jasa Keuangan.
OJK. (2023). Laporan perkembangan keuangan syariah Indonesia 2023. OJK.
Qader, K. S., & Çek, K. (2024). Influence of blockchain and artificial intelligence on audit quality: Evidence from Turkey. Heliyon, 10. https://doi.org/10.1016/j.heliyon.2024.e30166
Rabbani, M., Sarea, A., Khan, S., & Abdullah, Y. (2022). Ethical Concerns in Artificial Intelligence (AI): The Role of RegTech and Islamic Finance. Artificial Intelligence for Sustainable Finance and Sustainable Technology. https://doi.org/10.1007/978-3-030-93464-4_38
Raza, M., Sori, Z., & Shamsher, M. (2026). Reimagining the effectiveness of internal Shariah audit through artificial intelligence: the Malaysian context. Journal of Islamic Accounting and Business Research. https://doi.org/10.1108/jiabr-05-2025-0307
Ridzuan, N. N., Masri, M., Anshari, M., Fitriyani, N. L., & Syafrudin, M. (2024). AI in the Financial Sector: The Line between Innovation, Regulation and Ethical Responsibility. Inf., 15, 432. https://doi.org/10.3390/info15080432
SAMA. (2022). Principles of Shariah Governance for Financial Institutions. Saudi Central Bank.
Sawari, M. F. M., Shamsuddin, M. M. J., & Robbi, A. A. M. (2025). Integrating Maqāṣid al-Sharīʿah and Governance Principles: A Framework for SME Shariah Financial Compliance. International Journal of Fiqh and Usul Al-Fiqh Studies. https://doi.org/10.31436/ijfus.v9i3.408
Schiff, D., Kelley, S., & Ibáñez, J. C. (2024). The emergence of artificial intelligence ethics auditing. Big Data & Society, 11. https://doi.org/10.1177/20539517241299732
Seethamraju, R., & Hecimovic, A. (2022). Adoption of artificial intelligence in auditing: An exploratory study. Australian Journal of Management, 48, 780–800. https://doi.org/10.1177/03128962221108440
Shalhoob, H. (2025a). ESG Disclosure and Financial Performance: Survey Evidence from Accounting and Islamic Finance. Sustainability. https://doi.org/10.3390/su17041582
Shalhoob, H. (2025b). The role of AI in enhancing shariah compliance: Efficiency and transparency in Islamic finance. Journal of Infrastructure, Policy and Development. https://doi.org/10.24294/jipd11239
Sidik, H. M., Santosa, W., Arafah, W., Usman, B., Gunawan, I., Mulyadi, M., & Khan, M. A. (2026). The Convergence Of Artificial Intelligence, Bayesian Learning, And Sharia Principles: A Systematic Review Of Islamic Financial Analytics Andentrepreneurial Innovation. Jurnal Manajemen Dan Kewirausahaan. https://doi.org/10.9744/jmk.28.1.49-64
Suaidi, S. (2025). Bridging Institutional and Regulatory Gaps: Enhancing Sharia Compliance in Islamic Financial Institutions in Indonesia. El-Uqud: Jurnal Kajian Hukum Ekonomi Syariah. https://doi.org/10.24090/eluqud.v3i1.13288
Tóth, Z., & Blut, M. (2024). Ethical compass: The need for Corporate Digital Responsibility in the use of Artificial Intelligence in financial services. Organizational Dynamics. https://doi.org/10.1016/j.orgdyn.2024.101041
U A E Ministry of Economy. (2023). UAE FinTech Strategy 2031. Government of the United Arab Emirates.
Usmani, M. T. (2002). An Introduction to Islamic Finance. Kluwer Law International.
Usmonov, M. (2025). From Human Scholars to AI Fatwas: Media, Ethics, and the Limits of AI in Islamic Religious Communication. Al-i’lam - Journal of Contemporary Islamic Communication and Media. https://doi.org/10.33102/jcicom.vol5no1.125
Wazin, W., Patimah, S., Ansori, A., & Wasehudin. (2025). 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. https://doi.org/10.29240/jhi.v10i1.11941
Downloads
Published
Issue
Section
License
Copyright (c) 2026 Samsudin Samsudin, Mufarochah, Abdullah Dzahaby (Author)

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
This journal adhere to the best practice and high publishing standards and comply with the following conditions:
- Provides immediate open access to its content on the principle that making research freely available to the public supports a greater global exchange of knowledge;
- Allows the author to hold the copyright and to retain publishing right without restrictions;
- Deposits content with a long term digital preservation or archiving program;
- Uses DOIs as permanent identifiers;
- Embeds machine-readable CC licensing information in articles;
- Allows generous reuse and mixing of content, in accordance with CC BY-SA 4.0 license;
- Can provide article level metadata for any indexers and aggregators






