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The paper presents LumiViz, a system leveraging Generative AI to automate business data visualization processes. The tool processes user queries in natural language, retrieves relevant data, generates visualizations, and provides business-oriented result interpretations. The study introduces a layered system architecture comprising Security & Governance, AI, and Presentation layers, ensuring scalability and reliability. A Proof of Concept was developed and tested to assess the feasibility of GenAI-driven automation in visualization workflows. While AI successfully automates key stages of the process, user intervention remains essential for refining outputs. User evaluations demonstrate the system’s usability, with an 88% satisfaction rate.

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LumiViz: Automating Business Data Visualization with Generative AI

  • 会议论文

  • 发表日期：

    2025年

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  • Szczepan Górtowski,
  • Elżbieta Lewańska

摘要

The paper presents LumiViz, a system leveraging Generative AI to automate business data visualization processes. The tool processes user queries in natural language, retrieves relevant data, generates visualizations, and provides business-oriented result interpretations. The study introduces a layered system architecture comprising Security & Governance, AI, and Presentation layers, ensuring scalability and reliability. A Proof of Concept was developed and tested to assess the feasibility of GenAI-driven automation in visualization workflows. While AI successfully automates key stages of the process, user intervention remains essential for refining outputs. User evaluations demonstrate the system’s usability, with an 88% satisfaction rate.