Lightdash
About Lightdash
Lightdash is an open-source BI tool built on top of dbt. AI-powered metrics layer lets data teams define business metrics once and reuse them across any visualization — eliminating inconsistent metric definitions.
Screenshot
Use Cases
Visualize business metrics in dashboards
Track user behavior and funnels
Query data with natural language
Generate automated reports
Pros & Cons
Pros
Usable free tier available
Open-source and self-hostable
Turns raw data into clear visual stories
Cons
Advanced features require a paid plan
Requires clean structured data to shine
Complex queries need configuration time