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基于深度数据治理的AI大模型应用研究

李俊

现代信息科技2026,Vol.10Issue(6):40-45,6.
现代信息科技2026,Vol.10Issue(6):40-45,6.DOI:10.19850/j.cnki.2096-4706.2026.06.009

基于深度数据治理的AI大模型应用研究

Research on AI Large Model Application Based on Deep Data Governance

李俊1

作者信息

  • 1. 中国石化销售广东石油分公司,广东 广州 510620
  • 折叠

摘要

Abstract

To explore the intelligent application of AI Large Model technology with Deep Learning as the core in the oil product sales field and promote the digital and intelligent transformation and upgrading of enterprises,this study bases on the current application status of the DeepSeek Large Model in the petroleum and petrochemical industry,leverages the previous data governance achievements of Guangdong Petroleum,and builds the AI middle-end platform of Guangdong Petroleum.It carries out the exploration of large model scenario application around the dual paths of"AI+Scenario"and"Scenario+AI".By analyzing actual business requirements,this study innovatively designs the implementation schemes for the landing of five types of AI Agent,and focuses on realizing the intelligent application of typical scenarios including AI marketing assistant,AI operation and maintenance assistant,and AI customer preferential inquiry.Practical application results show that this platform significantly improves the digital and intelligent operation efficiency of enterprises,and has broad application prospects and promotion value.

关键词

AI大模型/数据治理/AI中台/AI智能体

Key words

AI Large Model/data governance/AI middle-end platform/AI Agent

分类

信息技术与安全科学

引用本文复制引用

李俊..基于深度数据治理的AI大模型应用研究[J].现代信息科技,2026,10(6):40-45,6.

现代信息科技

2096-4706

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