人工智能通用应用系统在数字化转型中的创新实践

doi：10.3969/J.ISSN.1672-7274.2025.06.051

中图分类号：TP18；TP3 文献标志码：A

文章编码：1672-7274（2025）06-0153-03

Innovative Practice of Artificial Intelligence Universal Application System in Digital Transformation

WANGJie¹，CHENXiangqing²，Wu'erKaixi Fulati² （1.Shandong Guanghui Holdings Co.，Ltd.， Ji'nan 25oo14， China; 2. Xinjiang Zhongqi Digital Information Technology Co.， Ltd.， Urumqi 83oooo， China）

Abstract： With therapid developmentof information technology，digital transformation hasbecome thecore path for various industries toenhancecompetitivenes，innovate operational models，and create new value.Inthecurrent contextof increasingly fierce global competition and acelerating changes in consumer demand towards diversification and personalization，the operational models oftraditional enterprises have exposed many drawbacks and are difcult to meet therapidlychanging needs of the market. In the fields of intellgent manufacturing，smart finance，and smart cities，artificial intelligence universal application systems have cariedout many innovative practices，bringing new opportunities for industry development. However，thedevelopment and application of AI generalapplication systems are not smooth sailing，facing manychallenges suchas technologyselection，costcontrol，datasecurity，compliance， and so on.This study conducts an in-depth analysis of these contents in order to provide useful references and inspirations for the digital transformation of enterprises.

Keywords： artificial intelligence technology;system construction; digital transformation; practical exploration

1 人工智能通用应用系统的技术架构与功能特点

1.1技术架构

人工智能通用应用系统的技术架构是一个复杂而精细的系统，它主要包括算力基础、数据服务、模型服务、应用开发、运维平台以及运营平台六大部分。（剩余4149字）