Integration of Artificial Intelligence and Big Data in Financial Management: A Comprehensive Review and Case Analysis

DOI

10.2991/978-94-6463-874-5_84How to use a DOI?

Keywords

Artificial Intelligence; Big Data; Financial Management; Decision-Making; Risk Management

Abstract

The merging of artificial intelligence (AI) and big data analytics has drastically changed the processes of financial management and offered limitless potential for improving efficiency and insights. This paper provides a rich unveiling of literature pertaining to AI and big data analytics in financial management to demonstrate how it can transform traditional practice. This includes a review of the literature focused on the use of AI and big data by the financial management sector and how it informs decision-making, risk management, and strategic planning. Through specific case studies, this paper demonstrates the practical application and advantages of AI and big data analysis in the field of financial management, such as fraud detection, algorithmic trading and customer relationship management scenarios. The study also identified challenges, including data privacy risks, system security risks, and gaps in expertise needed to effectively manage these technologies. Future research directions are also discussed, emphasizing the need to develop more powerful artificial intelligence models and in-depth analysis of the ethical implications involved in the financial decision-making process. This paper provides support for the discussion of promoting sustainable financial practices with the help of artificial intelligence and big data, not only explaining how to effectively integrate these technologies into financial management strategies to maximize benefits but also proposing thinking directions for related challenges.

Copyright

© 2025 The Author(s)

Open Access

Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

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TY  - CONF
AU  - Yujing Liu
PY  - 2025
DA  - 2025/11/03
TI  - Integration of Artificial Intelligence and Big Data in Financial Management: A Comprehensive Review and Case Analysis
BT  - Proceedings of the 2025 International Conference on Financial Innovation and Marketing Management (FIMM 2025)
PB  - Atlantis Press
SP  - 727
EP  - 735
SN  - 2352-5428
UR  - https://doi.org/10.2991/978-94-6463-874-5_84
DO  - 10.2991/978-94-6463-874-5_84
ID  - Liu2025
ER  -