Opportunities and Vulnerabilities of AI in Automating Compliance and Regulatory Reporting in the Banking Sector in Bangladesh
DOI:
https://doi.org/10.54536/ajebi.v4i3.5586Keywords:
Artificial Intelligence, Compliance Automation, Institutional Readiness, Opportunities and Threats of AI, Regulatory RequirementsAbstract
This research investigated the prospects and threats of Artificial Intelligence (AI) in automating compliance and regulatory reporting for banks in Bangladesh. The study aimed to determine the current status of AI implementation, explore its benefits and risks, and evaluate organizational readiness for its adoption. A structured questionnaire was used and 120 respondents from banking professionals participated in this study, and 28% of them indicated that they have adopted or partially adopted AI tools for their compliance purposes. Key findings included the observation that 78% of respondents said they thought AI would reduce reporting time, and 72% agreed it would improve data accuracy, and that 81% were concerned about data security and 64% about transparency. Institutional readiness, perceived benefits and risk knowledge were evaluated using descriptive statistics and thematic analysis. There were several limitations of the study, including recall and reporting bias due to the self-report nature of the data, and the cross-sectional design allowing only limited cause and effect ascription. The implications suggests that banks and regulators need to work together to invest to develop necessary infrastructure, training and governance frameworks, in order to integrate AI in compliance system responsibly and efficiently.
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Alhajeri, R., & Alhashem, A. (2023). Using Artificial Intelligence to Combat Money Laundering. Intelligent Information Management, 15(04), 284–305. https://doi.org/10.4236/iim.2023.154014
Amin, M. R. (2024). Challenges and Way-out of Transforming Digital Bangladesh to Smart Bangladesh: An Empirical Study. Shanti Journal, 4(1), 1–17. https://doi.org/10.3126/shantij.v4i1.70488 Basel Committee. (2021). Supervision report 2021.
Devan, M., Bayani, S. V., Pakalapati, N., & Shanmugam, L. (2024). AI-Driven Solutions for Cloud Compliance Challenges. AIJMR-Advanced International Journal of Multidisciplinary Research, 2(2).
Dhawan, D. (2024). Global Banking Regulations and Performance: A Study of Basel III Implementation in Developing and Developed Nations. Interantional Journal Of Scientific Research In Engineering And Management, 08(11), 1–6. https://doi.org/10.55041/ijsrem39126
Dunsin, D., Ghanem, M. C., Ouazzane, K., & Vassilev, V. (2024). A comprehensive analysis of the role of artificial intelligence and machine learning in modern digital forensics and incident response. Forensic Science International: Digital Investigation, 48, 301675.
Enarsson, T., Enqvist, L., & Naarttijärvi, M. (2022). Approaching the human in the loop – legal perspectives on hybrid human/algorithmic decision-making in three contexts. Information & Communications Technology Law, 31(1), 123–153. https://doi.org/10.1080/13600834.2021.1958860
Erdélyi, O. J., & Goldsmith, J. (2020). Regulating Artificial Intelligence: Proposal for a Global Solution (arXiv:2005.11072). arXiv. https://doi.org/10.48550/arXiv.2005.11072
Feng, S. (2024). Integrating artificial intelligence in financial services: Enhancements, applications, and future directions. Applied and Computational Engineering, 69(1), 19–24. https://doi.org/10.54254/2755-2721/69/20241455
Hrabariev, A., Derbentsev, V., Rososhenko, V., Myslynskyi, D., & Fedorenko, O. (2024). AI In Banking: Current Applications, Challenges, And Prospects. Успіхи і Досягнення у Науці, 6(6). https://doi.org/10.52058/3041-1254-2024-6(6)-658-674
Hu, B., & Wu, Y. (2023). AI-based Compliance Automation in Commercial Bank: How the Silicon Valley Bank Provided a Cautionary Tale for Future Integration. International Research in Economics and Finance, 7(1), 13. https://doi.org/10.20849/iref.v7i1.1356
Islam, M. R., & Sadekin, M. S. (2020). Reporting Disclosure Levels And Compliance With Bb, Aaoifi, B/Ifrs And Sec Of Islamic Financial Institutions In Bangladesh. International Journal of Economics, Business and Accounting Research (IJEBAR), 4(02). https://doi.org/10.29040/ijebar.v4i02.1020
Karangara, R., Shende, A., & Kathiriya, S. (2024). Harnessing the power of ai for enhanced regulatory compliance and risk management in fintech. International Journal of Computing and Engineering, 5(1), 1-11.
Kaur, J. (2024). Investors’ perception towards investor protection measures taken by the government of India and SEBI: An ordinal approach. International Journal of Law and Management, 66(6), 720–751. https://doi.org/10.1108/IJLMA-12-2023-0276
Khan, R., Sarkar, S., Mahata, S. K., & Jose, E. (2024). Security Threats in Agentic AI System (arXiv:2410.14728). arXiv. https://doi.org/10.48550/arXiv.2410.14728
Lehto, T., Myrberger, J., & Pandey, A. (2021). Continuous Compliance using Calculated Event Log Layers (arXiv:2110.00411). arXiv. https://doi.org/10.48550/arXiv.2110.00411
Liang, P. (2024). Leveraging artificial intelligence in Regulatory Technology (RegTech) for financial compliance. Applied and Computational Engineering, 93(1), 166–171. https://doi.org/10.54254/2755-2721/93/20240964
Licato, J. (2021). How Should AI Interpret Rules? A Defense of Minimally Defeasible Interpretive Argumentation (arXiv:2110.13341). arXiv. https://doi.org/10.48550/arXiv.2110.13341
Malasriganga, C, (2024). Assessing The Impact On Digital Transformation With Special Reference To Banking Sector. Educational Administration: Theory and Practice, 9659–9664. https://doi.org/10.53555/kuey.v30i4.4706
Martinez, D., Magdalena, L., & Savitri, A. N. (2024). AI and Blockchain Integration: Enhancing Security and Transparency in Financial Transactions. International Transactions on Artificial Intelligence (ITALIC), 3(1), 11–20. https://doi.org/10.33050/italic.v3i1.651
Mickey, S. H., & Yanhaona, M. N. (2024). An investigation of the Online Payment and Banking System Apps in Bangladesh (arXiv:2407.07766). arXiv. https://doi.org/10.48550/arXiv.2407.07766
Pangaribuan, A. A. (2019). The challenges of E-government Implementation in developing countries. JPAS (Journal of Public Administration Studies), 4(1), 260-29.
Papadimitriou, R. (2023). The Right To Explanation In The Processing Of Personal Data With The Use Of Ai Systems. International Journal of Law in Changing World, 2(2), 43–55. https://doi.org/10.54934/ijlcw.v2i2.53
Patial, A. (2023). AI-Powered Banking: From Customer Service to Risk Management. https://doi.org/10.31219/osf.io/tmvns
Rafi, S. S., Arafat, M. S., Islam, R., Jalil, M. S., Jony, M. A. M., & Hossen, F. (2024). Machine Learning in Financial Fraud Detection: New Models For Predictive Analysis and Mitigating Business Risks. Advanced International Journal of Multidisciplinary Research, 2(6). https://doi.org/10.62127/aijmr.2024.v02i06.1116
Robles, P., & Mallinson, D. J. (2023). Catching up with AI: Pushing toward a cohesive governance framework. Politics & Policy, 51(3), 355–372. https://doi.org/10.1111/polp.12529
Saberi, M. (2022). The Human Factor in AI Safety (arXiv:2201.04263). arXiv. https://doi.org/10.48550/arXiv.2201.04263
Schmitt, L. (2022). Mapping global AI governance: A nascent regime in a fragmented landscape. AI and Ethics, 2(2), 303–314. https://doi.org/10.1007/s43681-021-00083-y
Temelkov, Z. (2023). Overview Of Artificial Intelligence (Ai) Application In The Banking Industry. International Journal of Economics, Management and Tourism, 3(2), 43–51. https://doi.org/10.46763/IJEMT2332043t
Tillu, R., Muthusubramanian, M., & Periyasamy, V. (2023). Transforming Regulatory Reporting with AI/ML: Strategies for Compliance and Efficiency. Journal of Knowledge Learning and Science Technology, 2(1), 145–157. https://doi.org/10.60087/jklst.vol2.n1.p157
Tinnirello, M. (2022). The Global Politics of Artificial Intelligence (1st ed.). Chapman and Hall/CRC. https://doi.org/10.1201/9780429446726
Venigandla, K., & Vemuri, N. (2022). RPA and AI-driven predictive analytics in banking for fraud detection. Tuijin Jishu/Journal of Propulsion Technology, 43(4), 2022.https://doi.org/10.52783/tjjpt.v43.i4.5531
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