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  1. Machine learning in accounting and finance research: a literature ...

    Jun 7, 2024 · In this study, we utilize bibliometric analysis to provide insights into the application of ML within the accounting and finance (A&F) discipline. We aim to explore the development of academic …

  2. Management accounting and artificial intelligence: A comprehensive ...

    Jan 19, 2025 · Digitalization and artificial intelligence (AI) technologies have the potential to disrupt and transform the management accounting domain and the role of accountants.

  3. Machine Learning in Accounting: Future Skills & Career Impact

    Machine learning has evolved from an experimental technology to a mainstream accounting practice. The Big Four firms collectively invested over $9 billion in AI and automation technologies in 2023, …

  4. Abstract This paper explores the possibilities of employing machine learning (ML) methods and new data sources in management accounting (MA) research. A review of current accounting and related …

  5. Research on the automation of intelligent accounting information ...

    2 days ago · Deep learning system NeuroLedger-Net automates accounting using neural networks. The goal is to construct a self-learning anomaly detection and risk classification system with little operator ...

  6. The impact of AI in accounting: Uses and automation benefits

    Jul 24, 2025 · By learning how to use AI in accounting, you can streamline your firm’s operations, enhance client services and drive sustainable growth. Accounting and AI are converging, with clear …

  7. AI In Accounting 2026: Top Software, Cloud Automation & Trends

    4 days ago · AI in accounting refers to the use of machine learning, predictive analytics, automation, and document intelligence to streamline core finance tasks. Unlike traditional accounting software, which …

  8. AI in Accounting: Real-World Examples and Case Studies

    Machine Learning (ML): ML algorithms are trained on vast amounts of historical data to identify patterns and make predictions. In accounting, this is used for everything from fraud detection to financial …

  9. Machine Learning Improves Accounting Research, Practice

    Dec 10, 2024 · Machine learning technology is changing the accounting industry as well as accounting research. Accounting obviously involves transactions between entities in an economic system, but …

  10. What Agentic AI Means For The Future Of Accounting - Forbes

    Nov 26, 2025 · Accounting leaders need to understand how this next phase of AI is reshaping the way firms operate, grow and deliver value.

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