Lightdash
Open-source BI platform built on dbt for self-serve analytics
About Lightdash
Lightdash is an open-source, AI-native business intelligence platform that connects directly to your dbt project to deliver self-serve analytics. It enables data teams to define metrics in code and lets business users explore data through an intuitive interface, all while keeping logic version-controlled and in sync with your data warehouse.
Pros & Cons
Pros
- Open-source with self-hosting option for full data control
- Deep dbt integration keeps metrics and BI logic in sync with your data models
- Unlimited users on all plans with no per-seat pricing
- AI-native features for rapid dashboard creation and natural language queries
- Strong version control and CI/CD workflows for BI-as-code practices
- Connects directly to major cloud warehouses without data duplication
Cons
- Requires dbt knowledge, creating a barrier for non-technical business users
- Limited visualization types compared to mature platforms like Tableau or Power BI
- Starting price of \u0024800/month is steep for small teams
- Geo-spatial and advanced mapping visualizations are not yet available
- Smaller ecosystem and community compared to established BI tools
Key Features
dbt Integration
Uses your dbt project as the semantic layer, keeping metrics and models perfectly in sync with your data warehouse
AI-Powered Dashboards
AI assembles metrics, charts, and layouts into production-ready dashboards in minutes
Self-Serve Analytics
Business users can explore data and build charts without writing SQL or filing tickets
AI Agents
Ask questions in the UI or Slack and get trusted answers from your data instantly
Version Control & CI/CD
Review, test, and merge BI changes with preview environments, CLI tools, and automated validation
Embedded Analytics
Embed interactive charts and dashboards directly into your own applications
Scheduled Reports
Schedule dashboard snapshots and results to Slack, email, or other channels
Direct Warehouse Queries
Connects to Snowflake, BigQuery, Redshift, Postgres, and Databricks for real-time querying without data duplication
Collaboration Tools
Comments, annotations, and shared spaces for team-wide data exploration
Pricing
- Unlimited users
- dbt integration
- Self-serve analytics
- Scheduled reports
- 21-day free trial
- Everything in Starter
- Advanced permissions
- Embedded analytics
- Priority support
- Hands-on onboarding
- Everything in Pro
- Custom SLAs
- Dedicated support
- SSO & SCIM
- Advanced security controls
Best For
Data Team Self-Serve BI
Enable business stakeholders to explore data and build their own dashboards without relying on data engineers for every request
dbt-Powered Analytics
Teams already using dbt can extend their data models directly into BI, keeping a single source of truth for all metrics
Startup Analytics Stack
Startups needing a modern, scalable BI tool that grows with their data infrastructure without per-user licensing costs
Embedded Customer Analytics
SaaS companies embedding interactive analytics dashboards directly into their product for end customers
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Featured In
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