Big Data-Driven Enterprise Financial Risk Management Innovation Research

With the advent of the era of big data, the business environment of enterprises has undergone profound and complex transformations, significantly impacting how companies operate, make strategic decisions, and interact with stakeholders. Financial risk management is not only facing new challenges in today's rapidly evolving economic environment but also seizing numerous opportunities for innovation and growth by integrating advanced technologies and strategic approaches. This paper primarily focuses on summarizing the innovation research in enterprise financial risk management by meticulously examining the application of big data in identifying, assessing, warning, and responding to financial risks within enterprises, conducting an in-depth analysis of how big data technology offers innovative advantages for financial risk management, while also addressing the existing shortcomings and challenges, and exploring potential future research directions to provide valuable theoretical guidance and a reference foundation for enhancing enterprise financial risk management capabilities.