Artificial Intelligence in Accounting, Auditing and Finance

This book focuses on the use of Artificial Intelligence (AI) for accounting, auditing, and finance. It explores how AI can be leveraged to perform various tasks within these fields and offers real life examples to illustrate its features and facilitate implementation. The book further examines how different AI technologies, such as Machine Learning, Deep Learning, Natural Language Processing, and others, can be used to improve processes and functions in accounting and financial reporting. Furthermore, the authors explain the different subsets of Artificial Intelligence and how they can be used for practical purposes. The book provides a basic guide of these emerging technologies to help practitioners in the field to better understand how they can be implemented in their companies.

Presents how Artificial Intelligence (AI) is utilized in multiple business functions in accounting and auditing Discusses the importance of adopting a cross-disciplinary approach for implementing AI in accounting Includes case studies from South African companies

Autorentext

Prof. Michael Olajide Adelowotan , a chartered accountant, is currently an Associate Professor for Accounting at the University of Johannesburg (South Africa). He teaches financial accounting, cost and management accounting as well as public sector accounting. His research focus is on corporate reporting practices and 4IR accounting. He has worked as an auditor and tax consultant in various auditing and tax consultancy firms before joining the higher education sector as a lecturer and researcher.

Dr. Collins Achepsah Leke is a Senior Lecturer at the University of Johannesburg, Department of Accountancy (South Africa). His research interests are multi-disciplinary, and they include the applications of computational intelligence and deep learning to engineering, computer science, finance, social science and medicine. He has published two books on Deep Learning and Missing Data in Engineering Systems, and on Machine Learning specifically optimization and decision making.

Inhalt

Chapter 1. Introduction: Our Remade World.- Chapter 2. The Development of Artificial Intelligence and Machine Learning: Applications in Financial Services.- Chapter 3. The Development of Accounting as a Service Activity.- Chapter 4. The Accountancy Profession and the Challenges of Artificial Intelligence.- Chapter 5. The Impact of Artificial Intelligence on the Role of Management Accountants.- Chapter 6. The Impact of Artificial Intelligence on Auditing and Assurance Services.- Chapter 7. Integration of Artificial Intelligence into Taxation Processes.- Chapter 8. Reflecting on Artificial Intelligence and Financial Statement Analysis using a Critical Management Framework Approach.- Chapter 9. Artificial Intelligence Tools and Use Cases in Corporate Finance.- Chapter 10. The Benefits and Challenges of Utilizing Artificial Intelligence in Enterprise Risk Management.- Chapter 11. Financial Time Series Forecasting in the Artificial Intelligence Domain: Learning through the Lens of Time.- Chapter 12. Conclusion: The Currency of Our Remade World.