Data Insights and Visuaization Engine

Context

Data Insights and Visualization Engine — a generative UI application that empowers non-experts to create highly customized dashboards. Users connect to a knowledge graph, select and filter data, then generate panels by interacting with the neural engine — including filterable tables, specialized visualizations, charts, and forms. Uses a retrieval-augmented generation architecture to translate user intent into precise queries and dynamic UI components in real time. Evaluated with expert interviews and user studies: measurably reduced task load and improved usability. Built with Next.js and a Bun backend.