The Evolution of Audit Procedures: From Manual Processes to Artificial Intelligence
Camila Dambroski Bandeira & Dr. James N. Mohs MSA, DBA
1Accounting Department, Pompea College of Business, University of New Haven, West Haven, Connecticut, United States of America.
2Associate Professor, Accounting, Finance and Marketing Department, Pompea College of Business, University of New Haven, West Haven, Connecticut, United States of America.
DOI – http://doi.org/10.37502/IJSMR.2026.9305
Abstract
This paper provides an examination of the evolution of audit procedures and techniques. It traces the progression from manual methods performed on columnar paper, including the use of handwritten tick marks on printed working papers, through the adoption of computer-assisted audit tools and techniques (CAATs), spreadsheet-based analytics, and enterprise resource planning (ERP) systems. The analysis extends to contemporary developments, focusing on the integration and use of Artificial Intelligence (AI) in audit processes. And the impact of these technologies on audit efficiency, coverage, quality, and the role of professional judgment exercised by auditors. As a final step the paper explores ethical, governance, and data protection considerations associated with the introduction of emerging technologies in auditing.
Keywords: audit procedures, CAATs, artificial intelligence, audit analytics, professional judgment, Responsible AI.
References
- Cossa, J. A. (2010). Metodologia de auditoria de sistemas de informação (Dissertação de mestrado). Universidade Eduardo Mondlane. http://monografias.uem.mz/handle/123456789/1545
- Eulerich, M., Masli, A., Pickerd, J., & Wood, D. A. (2022). The Impact of Audit Technology on Audit Task Outcomes: Evidence for Technology‐Based Audit Techniques †. Contemporary Accounting Research, 40(2). https://doi.org/10.1111/19113846.12847
- Hasan, A. R. (2022). Artificial Intelligence (AI) in Accounting & Auditing: A Literature Review. Open Journal of Business and Management, 10(01), 440–465. scirp. https://doi.org/10.4236/ojbm.2022.101026
- Hidayati Nasrah, Iskandar Muda, & Sambas Ade Kesuma. (2023). Computer Assisted Audit Tools and Techniques Adoption: A Systematic Literature Review. International Journal of Social Service and Research, 3(3), 630–638. https://doi.org/10.46799/ijssr.v3i3.301
- Mesquita, L. C., Silva, M. A. N. da, & Silva, M. P. da. (2024). A evolução das técnicas de auditoria: Da auditoria tradicional à auditoria digital e sua importância para as áreas contábeis. Revista Ft, 29(140), 10–11. https://doi.org/10.69849/revistaft/cl10202411111810
- (2025a). AI Agents in Finance and Reporting: PwC. PwC https://www.pwc.com/us/en/services/audit-assurance/library/ai-agents-for-finance-andreporting.html
- (2025b). How Responsible AI can improve business and preserve value. PwC. https://www.pwc.com/us/en/technology/responsible-ai.html PricewaterhouseCoopers. (2025c). Responsible AI and privacy: PwC. PwC.
https://www.pwc.com/us/en/tech-effect/ai-analytics/responsible-ai-privacy.html PricewaterhouseCoopers. (2025d). Responsible AI and cybersecurity: PwC. PwC.
https://www.pwc.com/us/en/tech-effect/ai-analytics/responsible-ai-cybersecurity.html
- Shaikh, H., Uzair Jokhio, M., Ahmed Maher, Z., Chandio, S., Manirajah, M., Abdullah, B., Raza, A., Salam, S., & Shah, A. (2018). Beyond Traditional Audits: The Implications of Information Technology on Auditing. International Journal of Engineering & Technology, 7(2.34), 5. https://doi.org/10.14419/ijet.v7i2.34.13897
- Krishani Dhanji. (2025, October 6). Deloitte to pay money back to Albanese government after using AI in $440,000 report. The Guardian; The Guardian.
https://www.theguardian.com/australia-news/2025/oct/06/deloitte-to-pay-money-back-toalbanese-government-after-using-ai-in-440000-report
- Will, H. J. (1983). ACL: A language specific for auditors. Communications of the ACM, 26(5), 356–361. https://doi.org/10.1145/69586.358138