ARTIFICIAL INTELLIGENCE IMPLICATIONS IN ISLAMIC BANKS: POTENTIAL AND CHALLENGES

Authors

  • Mohd Shukor Harun Faculty of Economics and Muamalat, Universiti Sains Islam Malaysia (USIM), Bandar Baru Nilai, 71800 Nilai, Negeri Sembilan Malaysia Author
  • Muhammad Ridhwan Ab Aziz Faculty of Economics and Muamalat, Universiti Sains Islam Malaysia (USIM), Bandar Baru Nilai, 71800 Nilai, Negeri Sembilan Malaysia Author
  • Muhammad Azrin Nazri Faculty of Economics and Muamalat, Universiti Sains Islam Malaysia (USIM), Bandar Baru Nilai, 71800 Nilai, Negeri Sembilan Malaysia Author
  • Rana Fathinah Ananda Faculty of Economics and Business,Universitas Medan Area Author
  • Sari Nuzullina Rahmadhani Faculty of Economics and Business,Universitas Medan Area Author

DOI:

https://doi.org/10.33102/vvbgcv35

Keywords:

Artificial Intelligence, Islamic Banking, Focus group

Abstract

As new digitalization strategies storm the banking industry, banks which are behind the technological curve may struggle to keep pace. This is a well-known challenge in the Islamic banking sector in particular; however, this research shows that little is being done to achieve unified digitalization in operations. Artificial Intelligence (AI) is a disruptive force in the financial sector, promising increased financial inclusion, economic development, and a excess of efficient, transparent, Shariah-compliant financial solutions due to its integration of technology with Islam’s profound ethical principles. The objective of this paper is to study the potential and challenges of AI implications in Islamic Banks. This is a qualitative study using focus group interviews with five Islamic Banking experts consists of Shariah Committee Member, academic experts and Islamic banking executive from different banks in Malaysia. SC members from different Islamic banks.  Following the interviews, a thematic analysis of the transcribed data was conducted using computer-assisted qualitative data analysis software. The participants were generally receptive towards the utilization of AI tools in the Islamic banks which give a significant impact of the Islamic banking landscape. The participants recognize the potential of AI for improving the efficiency and effectiveness of the Islamic banking operations. However, they raised some concerns about the challenges that need to be addressed such as replacing of manpower with AI in some area in Islamic banks. The novelty of this research provides a novel discussion of potential and challenges of AI implications in Islamic banks and at the same time add to the Islamic banking literature in this area. The size of the focus group was limited to five participants to optimize group size and composition to allow adequate participation by each group member. Further sampling from more SC members and experts may elicit additional findings. The first-hand views from the focus group interviews provides valuable input for potential and challenges of adopting AI in the Islamic banking operations.

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References

Abuhasan, F.; Moreb, M. The Impact of the Digital Transformation on Customer Experience in Palestine Banks. In Proceedings of the 2021 International Conference on Information Technology (ICIT), Amman, Jordan, 14–15 July 2021; IEEE: New York, NY, USA, 2021; pp. 43–48.

Adeyemi, A., & Nakhooda, M. (2018). Fintech in Islamic Finance: Digitalization of Islamic Financial Services. In I. Hasan, M. K. Hassan, & M. O. Oseni (Eds.), Handbook of Empirical Research on Islam and Economic Life (pp. 752-771). Edward Elgar Publishing.

Ahmed, H. (2011). Product development in Islamic banks. Edinburgh University Press.

Arner, D. W., Barberis, J. N., & Buckley, R. P. (2015). The evolution of Fintech: A new post-crisis paradigm?. Georgetown Journal of International Law, 47(4), 1271-1319.

Arner, D. W., Barberis, J. N., & Buckley, R. P. (2015). The Evolution of Fintech: A New Post-Crisis Paradigm? SSRN Electronic Journal. https://doi. org/10.2139/ssrn.2676553.

Benlaharche, K., & Nouaouria, N. (2018), ‘Ontology Based Similarity for Case Based Reasoning in Islamic Banking’, International Journal on Islamic Applications in Computer Science and Technology, Vol 6 No. 2, pp. 9–20.

Bryman, A. (2011), Social Research Methods. Oxford University Press, New York, USA.

Chan, C., Chow, C., Wong, J., Dimakis, N., Nayler, D., Bermudes, J., Raman, J., Lam, R., & Baker, M. (2019), ‘Artificial Intelligence Applications in Financial Services - Asset Management, Banking and Insurance’ (Technical Paper). Marsh & McLennan Companies. New York, USA

Corea, F. (2019), Applied Artificial Intelligence: Where AI Can Be Used in Business. Springer International, New York, USA.

Deloitte Research (2019), ‘Global Artificial Intelligence Industry Whitepaper’, Deloitte Research, China.

Fazi, F. (2019), ‘Role of Robo-advisors in Islamic Financial Institutions’, Wahed: Personal Finance, available at: https://journal.wahedinvest.com/role-of-robo-advisors-in-islamic-financial-institutions (accessed 5 May 5 2023).

Hasan, R., Hassan, M. K., & Aliyu, S. (2020). Fintech and Islamic Finance: Literature Review and Research Agenda. International Journal of Islamic Economics and Finance (IJIEF), 3(1). https://doi.org/10.18196/ijief.2122

Illias, S. (2021), ‘Economic Outlook & Lookout - Silver Linings amid Pandemic Clouds…?’ (Slide), Maybank Kim Eng, Kuala Lumpur, Malaysia

Khan, N. (2019), ‘Artificial Intelligence Application in Islamic Finance Industry’. Global Islamic Finance Report 2019, pp. 122–133.

Krueger, R.A. (2015), Focus Groups: A Practical Guide for Applied Research, Sage Publications, California, USA.

Mat Rahim, S.R., Mohamad, Z.Z., Abu Bakar, J., Mohsin, F.H., & Md, N. (2018), ‘Artificial Intelligence, Smart Contract and Islamic Finance’, Asian Social Science, Vol 14 No. 2, pp. 145–154.

Obaidullah, M. (2021), ‘Promise of IRSHAD: The Intelligent Robo Shariah Advisor’, IBFNet, available at: https://conference.ibfnet.group/2021/03/03/promise-of-irshad-the-intelligent-robo-shariah-advisor/ (accessed 5 May 2023).

Omar, A. (2021), ‘Artificial Intelligence in Islamic Banks: A Looking forward Vision’, YouTube, available at: https://www.youtube.com/watch?v=4Hj8lE6715s (accessed 5 May 2023).

Paynet (2023), ‘Who We Are’, PayNet: Payment Network Malaysia, available at: https://paynet.my/about-paynet.html (accessed 5 May 2023).

Sa’ad, A.A., Alhabshi, S.M., Mohd Noor, A., & Hasan, R (2020), ‘Robo-Advisory for Islamic Financial Institutions: Shariah and Regulatory Issues’, European Journal of Islamic Finance, First Special Issue, ISSN 2421–2172.

Salim, K., Abojeib, M., & Abdul Hamid, B. (2020), ‘Islamic Fintech in Malaysia: Reality & Outlook’, The International Centre for Education in Islamic Finance (INCEIF), Kuala Lumpur, Malaysia.

Sekaran, U., & Bougie, R. (2016), Research Methods for Business: A Skill-Building Approach. John Wiley & Sons, West Sussex, United Kingdom.

Sultan, Y. (2017), ‘Will shariah robot-advisors replace the human shariah advisors?’, LinkedIn, available at: https://www.linkedin.com/pulse/shariah-robo-advisors-replace-human-advisors-yousuf-sultan (accessed 5 May 2023).

Venkatesh, V., Morris, M.G., Davis, G.B., & Davis, F.D. (2003), ‘User Acceptance of Information Technology: Toward a Unified View’, MIS Quarterly, Vol 27 No. 3, pp. 425–478.

Yunita, P. The Digital Banking Profitability Challenges: Are They Different Between Conventional And Islamic Banks? J. Akunt.Dan Keuang. Indones. 2021, 18, 4.

Zhang, D., Mishra, S., Brynjolfsson, E., Etchemendy, J., Ganguli, D., Grosz, B., Lyons, T., Manyika, J., Niebles, J.C., Sellitto, M., Shoham, Y., Clark, J., & Perrault, R. (2021), ‘The AI Index 2021 Annual Report’, Human-Centered AI Institute, Stanford University, California, USA.

Published

2024-11-27

Conference Proceedings Volume

Section

Islamic Banking, Finance and Fintech

How to Cite

ARTIFICIAL INTELLIGENCE IMPLICATIONS IN ISLAMIC BANKS: POTENTIAL AND CHALLENGES. (2024). IBAF E-Proceedings, 11(1), 471-483. https://doi.org/10.33102/vvbgcv35