Metabase

Open-source business intelligence and embedded analytics platform. Lets teams ask questions about data with a visual query builder and natural language, explore results with interactive dashboards, and embed reporting in apps without writing SQL.

Trusted by tens of thousands of companies, from startups to large enterprises. Differentiates with low-friction setup: connect to a database in minutes and let non-technical users drill down, filter, and build reports. Self-hosted or cloud deployment, with SOC2 and GDPR compliance available.

Key features:

• Visual query builder and SQL editor for advanced queries
• 20+ data sources: PostgreSQL, MySQL, BigQuery, Redshift, MongoDB, ClickHouse, and more
• Embed dashboards via iframes or React SDK with white-labeling
• AI-assisted querying for natural language questions
• Data Studio for transforms, canonical metrics, and semantic models
• Caching, alerts, and scheduled dashboard subscriptions

Common scenarios: product and growth analytics, internal operations dashboards, customer-facing reporting embedded in SaaS apps. Data teams use the semantic layer to guide stakeholders to consistent answers, while engineers avoid building custom BI from scratch.