LumiViz: Automating Business Data Visualization with Generative AI

LumiViz: Automating Business Data Visualization with Generative AI

연구 분야: Databases

학회: International Conference on Business Information Systems

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.