Evaluasi SWOT Penerapan Artificial Intelligence dalam Audit Forensik dan Pencegahan Fraud Perbankan
Abstract
This study aims to evaluate the application of artificial intelligence (AI) in forensic auditing and banking fraud prevention using SWOT analysis. The main issue addressed is the imbalance between AI’s potential in detecting and preventing fraud and the limitations of human expertise, regulatory frameworks, and security risks. The results show that AI demonstrates strong capabilities in fraud detection efficiency and audit cost reduction, but weaknesses remain in auditor literacy and algorithmic transparency. Opportunities are driven by global regulatory support and collaboration with fintech, while threats arise from cyberattacks and the potential misuse of AI by fraudsters. The novelty of this study lies in the integration of SWOT analysis with measurable implementation indicators that can empirically assess the readiness and effectiveness of AI adoption in forensic auditing. This research contributes to the theoretical development of AI-based forensic auditing and provides practical implications for banking institutions to formulate more transparent, secure, and adaptive AI implementation strategies.
References
Achmad, T., Huang, C. Y., Putra, M. A., & Pamungkas, I. D. (2024). Forensic accounting and risk management: Exploring the impact of generalized audit software and whistleblowing systems on fraud detection in Indonesia. Journal of Risk and Financial Management, 17(12), 573. https://doi.org/10.3390/jrfm17120573
Akinbowale, O. E., Klingelhöfer, H. E., & Zerihun, M. F. (2023). Application of forensic accounting techniques in the South African banking industry for the purpose of fraud risk mitigation. Cogent Economics & Finance, 11(1), 2153412. https://doi.org/10.1080/23322039.2022.2153412
Akinbowale, O. E., Mashigo, P., & Zerihun, M. F. (2023). The integration of forensic accounting and big data technology frameworks for internal fraud mitigation in the banking industry. Cogent Business & Management, 10(1), 2163560. https://doi.org/10.1080/23311975.2022.2163560
Alsarayrah, M., & Alrowwad, A. (2025). Blockchain adoption and accounting fraud prevention: Challenges and opportunities. Journal of Emerging Technologies in Accounting, 22(1), 55–74.
Aroza Siregar, H., Taqi, M., Muchlish, M., & Indriana, I. (2025). Spiritual intelligence, workplace spirituality, and fraud prevention: The moderating role of women’s leadership in government accounting. Management (Montevideo), 3, 271. https://doi.org/10.62486/agma2025271
Cho, M. K., & Kang, M. (2024). Executives implicated in financial reporting fraud and firms’ investment decisions. Sustainability, 16(11), 4865. https://doi.org/10.3390/su16114865
Fuentes Doria, D. D., Toscano-Hernández, A., & Fajardo Pereira, J. E. (2025). Artificial intelligence models in corporate financial and accounting processes: Systematic literature review. Revista Venezolana de Gerencia, 30(110), 913–926. https://doi.org/10.52080/rvgluz.30.110.8
Indra Saputra, R., Cristie Simbolon, J. A., & Rifqy, M. (2025). Pengembangan Model Green Human Resource Development untuk Penguatan SDM Inovatif dan Berkelanjutan dalam Mendukung Indonesia Emas. Journal of Trends Economics and Accounting Research, 6(2), 306-312. https://doi.org/10.47065/jtear.v6i2.2407
Kerr, D., Smith, K. T., Smith, L. M., & Xu, T. (2025). A review of AI and its impact on management accounting and society. Journal of Risk and Financial Management, 18(6), 340. https://doi.org/10.3390/jrfm18060340
Lombardi, R., Villiers, C., Moscariello, N., & Pizzo, M. (2022). The disruption of blockchain in auditing: A systematic literature review and an agenda for future research. Accounting, Auditing & Accountability Journal, 35(7), 1534–1565. https://doi.org/10.1108/AAAJ-10-2020-4992
Matskiv, H., Smirnova, I., Malikova, A., Puhachenko, O., & Dubinina, M. (2023). The application of blockchain technology in accounting and auditing: Experience of Ukraine and Kazakhstan. Financial and Credit Activity: Problems of Theory and Practice, 1(48), 180–192. https://doi.org/10.55643/fcaptp.1.48.2023.3955
Maulidi, A., Girindratama, M. W., Putra, A. R., Sari, R. P., & Nuswantara, D. A. (2024). Qualitatively beyond the ledger: Unravelling the interplay of organisational control, whistleblowing systems, fraud awareness, and religiosity. Cogent Social Sciences, 10(1), 2320743. https://doi.org/10.1080/23311886.2024.2320743
Muneer, S., Singh, A., Choudhary, M., Alshammari, A., & Butt, N. (2025). Does environmental disclosure and corporate governance ensure the financial sustainability of Islamic banks? Administrative Sciences. https://doi.org/10.3390/admsci15020054
Pham, Q. H., & Vu, K. P. (2024). Insight into how cyber forensic accounting enhances the integrated reporting quality in small and medium enterprises. Cogent Business & Management, 11(1), 2364053. https://doi.org/10.1080/23311975.2024.2364053
Rahman, A. A., & Shahimi, S. (2020). Determinants of halal business sustainability among SMEs. Journal of Islamic Marketing, 11(3), 689–706. https://doi.org/10.1108/JIMA-02-2019-0034
Robbins, S. P., & Judge, T. A. (2017). Organizational behavior (17th ed.). Pearson Education Limited.
Saputra, R. I. (2026). Green human resource development for sustainable innovation. Journal of Trends Economics and Accounting Research. https://doi.org/10.47065/jtear.v6i2.2407
Saputra, R. I., Simbolon, C., & Rifqy, M. (2026). Pengembangan model green human resource development untuk penguatan SDM inovatif dan berkelanjutan dalam mendukung Indonesia Emas. Journal of Trends Economics and Accounting Research, 6(2), 306–312. https://doi.org/10.47065/jtear.v6i2.2407
Smith, K. T., & Smith, L. M. (2024). Examining documentation tools for audit and forensic accounting investigations. Journal of Risk and Financial Management, 17(11), 491. https://doi.org/10.3390/jrfm17110491
Suginam, & Pamungkas, B. (2025). Sharia financial management and MSME performance. Jurnal Ilmiah Akuntansi Kesatuan, 13(3), 451–466. https://doi.org/10.37641/jiakes.v13i3.0000
Van den Broeck, A., Ferris, D. L., Chang, C. H., & Rosen, C. C. (2016). A review of self-determination theory’s basic psychological needs at work. Journal of Management, 42(5), 1195–1229. https://doi.org/10.1177/0149206316632058
Yusuf, M. (2023). Islamic financial literacy and halal MSMEs sustainability. Journal of Islamic Economics. https://doi.org/10.35719/jiep.v5i1.221
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