Redash is an open-source data visualization and dashboard tool that connects to multiple data sources and allows teams to query, visualize, and collaborate on data. It features a SQL editor, visualization builder, and shareable dashboards.. Here are 12 similar ai data analysis worth considering as Redash alternatives.