Metabase

Metabase is an "open-source AI analytics" and business intelligence platform designed to democratize data analysis, especially for tech teams favoring self-hosting.

Its "AI for Research & Analysis" classification stems from "smart querying" capabilities and intelligent insights.

Key AI-assisted features include "X-ray Analysis," which auto-generates dashboards and insights from selected tables or columns, and a user-friendly querying interface that avoids the need for extensive SQL knowledge, while still providing a "SQL Query Builder" for advanced users.

By incorporating intelligent exploration and visualization into a self-hosted BI tool, Metabase enables tech and data-savvy users to rapidly answer questions, uncover trends, and create dashboards, thus democratizing powerful analytics across organizations.