Instead of manually creating data visualizations or using pixel-level video generation, DataMagic separates data logic from rendering through a declarative spec, ensuring videos accurately represent underlying data while supporting interactive exploration.
DataMagic is a system that automatically transforms raw tabular data and natural language questions into narrative data videos with charts, voice narration, and animations. It uses a declarative specification to ensure data accuracy and a multi-agent architecture to generate and organize video scenes, making data insights more engaging and explorable than static dashboards.