Research on Intelligent Transformation and Risk Warning Mechanism of Enterprise Financial Management Based on Big Data Technology

In the context of the continuous development of information technology, big data is gradually promoting the transformation of enterprise financial management.This paper explores how a data-driven approach can reshape an enterprise's financial management system, especially in the areas of information collation, intelligent analysis, risk monitoring, decision support, and internal control management.By using big data, companies can more quickly and accurately access financial information, identify key trends, spot potential risks in advance, and improve overall efficiency through rational resource allocation.Combined with the actual cases of some enterprises, this paper further analyzes the practical effects of big data in financial management, and discusses how it promotes the improvement of enterprise management mode and its role in enhancing competitiveness.