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arXiv 2608.16635cs.CE

AccountAgent:AI会计助手系统

AccountAgent: AI Accounting Assistant System

Yulu Huang, Niannian Yu, Yaxin Yang, Jinpeng Lv

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中文总结 AI 辅助

AccountAgent是一款AI会计助手系统,依托机器学习等技术实现会计全流程自动化,解决传统会计痛点,推动行业向管理导向转型。

中文摘要 AI 辅助

AI会计助手系统是一款创新工具,可提升财务管理的准确性与效率,正成为企业会计的核心支撑。它依托机器学习、自然语言处理与数据可视化,实现包含记账、报表生成及数据分析在内的全会计代理自动化,大幅减少人工操作,最大限度降低人为错误。该系统旨在解决传统会计效率低、流程繁琐、数据滞后的痛点,将财务工作从重复性劳动转向高价值决策支持,深度挖掘历史财务数据,精准识别经营趋势,为战略规划、风险防范及经营决策提供实时、针对性的洞见。通过重构会计代理,该系统实现了自动化记账、智能分析与高效合规,推动会计行业从记账导向转向管理导向。本文档介绍了该平台的架构、方法、关键算法及功能模块。

英文摘要

The AI Accounting Assistant System is an innovative tool that improves the accuracy and efficiency of financial management and is becoming a core support for enterprise accounting. It relies on machine learning, natural language processing, and data visualization to automate the full accounting agent including bookkeeping, report generation, and data analysis, substantially reducing manual operations and minimizing human error. Designed to resolve the pain points of low efficiency, cumbersome workflows, and data lag in traditional accounting, the system shifts financial work from repetitive labor toward high-value decision support. It deeply mines historical financial data, precisely identifies operating trends, and provides real-time, targeted insight for strategic planning, risk prevention, and operating decisions. By reconstructing the accounting agent, the system realizes automated bookkeeping, intelligent analysis, and efficient compliance, driving the accounting profession from a bookkeeping orientation toward a management orientation. This document presents the architecture, methodology, key algorithms, and functional modules of the platform.

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