电商企业财务数智化转型体系架构与路径研究

Research on System Architecture and Paths of Financial Digital and Intelligent Transformation for E-Commerce Enterprises

摘要: 为破解电商企业交易高频化、数据多维化、业财耦合紧密化带来的财务运营痛点，顺应财务数智化转型的政策导向与行业竞争需求，本文聚焦电商企业财务数智化转型实践，基于电商行业财务运营特征与转型核心诉求，构建战略、业务、数据、技术、财务五维联动体系架构，提炼场景适配型标准重构、生态协同型数据贯通、动态预判型智能风控、价值共创型生态赋能四个实现路径。该架构与路径可解决电商企业数据孤岛、核算压力大、风险隐蔽化等问题，实现核算自动化、管控动态化、决策智能化与数据价值最大化。研究构建的体系架构与路径模型，丰富了财务数智化理论的场景化延伸，为电商企业提升财务运营效率、强化竞争优势、实现高质量发展提供了系统性指引。

Abstract: To address the financial operation pain points of e-commerce enterprises caused by high-frequency transactions, multi-dimensional data, and tight integration of business and finance, and in response to the policy orientation of financial digitalization and intellectualization transformation as well as the needs of industry competition, this paper focuses on the practice of financial digitalization and intellectualization transformation of e-commerce enterprises. Based on the financial operation characteristics of the e-commerce industry and the core demands of transformation, it constructs a five-dimensional linkage system architecture covering strategy, business, data, technology, and finance, and refines four implementation paths: scenario-adaptive standard reconstruction, ecologically collaborative data connection, dynamic predictive intelligent risk control, and value-co-creation ecological empowerment. This architecture and these paths can solve problems such as data silos, heavy accounting pressure, and concealed risks faced by e-commerce enterprises, enabling accounting automation, dynamic management and control, intelligent decision-making, and maximization of data value. The system architecture and path model constructed in this study enriches the scenario-based extension of financial digitalization and intellectualization theories, and provides systematic guidance for e-commerce enterprises to improve financial operation efficiency, strengthen competitive advantages, and achieve high-quality development.