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January 24, 20260 citationsOpen Access

AI-Powered Forensic Accounting: The Future of Fraud Detection and Financial Transparency

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ATAnn R. Thomas

Key Points

  • The aim is to investigate how AI technologies can improve fraud detection and enhance financial transparency in forensic accounting.
  • Conducted secondary data analysis using existing literature and case studies.
  • Reviewed financial reports and regulatory findings related to AI applications.
  • Examined the integration of machine learning and natural language processing in forensic practices.
  • AI technologies significantly enhance the efficiency and accuracy of fraud detection.
  • The integration of predictive analytics leads to real-time monitoring capabilities.
  • Ethical concerns and the necessity for accountability frameworks are highlighted for stakeholders.

Abstract

In an age where financial ecosystems are more interconnected than ever, fraud and misrepresentation continue to evolve with the same sophistication as the systems meant to detect them. The emergence of artificial intelligence (AI) in forensic accounting has ushered in a paradigm shift, transforming the traditional methods of fraud detection into highly predictive, real-time, and intelligent mechanisms. This paper explores the evolving landscape of AI-powered forensic accounting through secondary data analysis—drawing from existing literature, case studies, financial reports, and regulatory findings. It examines the fusion of machine learning, natural language processing, and predictive analytics within forensic accounting and how these technologies enhance transparency, efficiency, and accuracy. The study highlights the implications for auditors, regulators, and financial institutions, while addressing ethical concerns and the need for accountability frameworks. Ultimately, the paper underscores how AI-driven forensic accounting represents not just a technological revolution but a structural realignment of financial truth-seeking in the digital era

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Cite This Study

Ann R. Thomas (2026) studied this question.

synapsesocial.com/papers/69746126bb9d90c67120b10ehttps://doi.org/10.5281/zenodo.18339157
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