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Artificial intelligence and the future of the internal audit function

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  • Fekadu Agmas Wassie

    (Corvinus University of Budapest)

  • László Péter Lakatos

    (Corvinus University of Budapest)

Abstract

Artificial intelligence (AI) can support the company’s internal audit function (IAF) by delivering substantial strategic oversight, minimizing manual procedures, and making possible additional value-added auditing service. Currently, there are research gaps in the literature, such as limited studies on the topic, low AI adoption rates in the IAF across different countries and regions, and a shortage of comprehensive frameworks for effectively using AI in the IAF. Hence, this review work aims to fill the research gap by offering an outline of research avenues on the topic in the literature and suggesting a new compressive framework for the effective use of AI in the IAF. This paper undertakes a systematic literature review (SLR) approach and aspires to highlight the state of research on the use of AI in the IAF, to deliver insight for scholars and industry experts on the issue, and to reveal the implications for IAF of the new AI technology. Moreover, to quickly make artificial intelligence work in internal audit functions, the CACS framework was recommended with attributes such as commitment, access, capability, and skills development (CACS). This work provides significant contributions for guiding future research directions and the development of theoretical foundations for the IAF field. On a practical level, the work will help internal auditors to assess and understand the potential advantages and risks of implementing AI in their organization’s IAF. For regulators, this review should prove useful for updating regulations on internal auditing in the context of using advanced technology such as AI and for ensuring the compliance of internal auditing practices to the evolving technology. Organizations can also benefit from this review to decide whether AI investments in their IAF are justified. This review made an initial extensive SLR on AI use in the IAF as a basis for developing new research avenues in auditing and accounting.

Suggested Citation

  • Fekadu Agmas Wassie & László Péter Lakatos, 2024. "Artificial intelligence and the future of the internal audit function," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-13, December.
    • Handle: RePEc:pal:palcom:v:11:y:2024:i:1:d:10.1057_s41599-024-02905-w
    DOI: 10.1057/s41599-024-02905-w
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    References listed on IDEAS

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    1. Zhang, Guangyue & Atasoy, Hilal & Vasarhelyi, Miklos A., 2022. "Continuous monitoring with machine learning and interactive data visualization: An application to a healthcare payroll process," International Journal of Accounting Information Systems, Elsevier, vol. 46(C).
    2. Maurizio Massaro & John Dumay & James Guthrie, 2016. "On the shoulders of giants: undertaking a structured literature review in accounting," Accounting, Auditing & Accountability Journal, Emerald Group Publishing Limited, vol. 29(5), pages 767-801, June.
    3. Adriana Silva & Susana Jorge & Lúcia Lima Rodrigues, 2021. "Enforcement and accounting quality in the context of IFRS: is there a gap in the literature?," International Journal of Accounting & Information Management, Emerald Group Publishing Limited, vol. 29(3), pages 345-367, January.
    4. Brahmadev Panda & N. M. Leepsa, 2017. "Agency theory: Review of Theory and Evidence on Problems and Perspectives," Indian Journal of Corporate Governance, , vol. 10(1), pages 74-95, June.
    5. Volodymyr Korol & Olga Dmytryk & Oleksandr Karpenko & Valeriia Riadinska & Oleksandr Basiuk & Dmytro Kobylnik & Volodymyr Moroz & Olha Safronova & Eugene Alisov & Tetyana Mishchenko, 2022. "Elaboration of recommendations on the development of the state internal audit system when applying the digital technologies," Eastern-European Journal of Enterprise Technologies, PC TECHNOLOGY CENTER, vol. 1(13(115)), pages 39-48, February.
    6. Jans, Mieke & Hosseinpour, Marzie, 2019. "How active learning and process mining can act as Continuous Auditing catalyst," International Journal of Accounting Information Systems, Elsevier, vol. 32(C), pages 44-58.
    7. Zoubin Ghahramani, 2015. "Probabilistic machine learning and artificial intelligence," Nature, Nature, vol. 521(7553), pages 452-459, May.
    8. Rizwan Khan & Erwin Adi & Omar Hussain, 2021. "AI-based audit of fuzzy front end innovation using ISO56002," Managerial Auditing Journal, Emerald Group Publishing Limited, vol. 36(4), pages 564-590, July.
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    Cited by:

    1. Shaofeng Wang & Mengjia Gao & Hao Zhang, 2024. "Strengthening SMEs competitiveness and performance via industrial internet: Technological, organizational, and environmental pathways," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-15, December.

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