Find AI Tools
Lightdash AI logo

Lightdash AI

Lightdash is an open-source BI platform built specifically for dbt users that automatically generates a metrics layer and self-service analytics interface from Pricing: Open Source (Free self-hosted;

Get Lightdash AI
  • Open source
  • Free forever
Lightdash AI screenshot

What is Lightdash AI?

Lightdash is an open-source business intelligence platform designed to work directly with dbt projects. It automatically builds a metrics layer from your dbt models and serves a self-service analytics interface to non-technical users. Rather than requiring you to set up dashboards manually, Lightdash reads your dbt configuration and generates charts, metrics, and queries automatically. It sits between your data warehouse and end users, making it possible for teams to explore data without SQL knowledge. The platform works with major data warehouses including BigQuery, Snowflake, Redshift, and Postgres. You can host it yourself for free or use the managed cloud version.

Key features

Automatic metrics layer generation from dbt models and YAML configuration

Self-service analytics interface allowing non-technical users to explore data

Integration with dbt; reads models, metrics, and documentation directly

Support for multiple data warehouses including BigQuery, Snowflake, Redshift, and Postgres

Open-source codebase available for self-hosting with no usage limits

Cloud hosting option with managed infrastructure and automatic updates

Pros & cons

Advantages

  • Free to self-host with full functionality and no seat limits
  • Tight integration with dbt workflows eliminates manual dashboard configuration
  • Users can explore data with point-and-click interface without writing SQL
  • Open-source transparency means you can customise and audit the code
  • Significantly cheaper than traditional BI tools if you self-host

Limitations

  • Requires dbt expertise to set up; not suitable for teams without a dbt-based data stack
  • Self-hosting requires DevOps knowledge and infrastructure management
  • Smaller community compared to established BI platforms, resulting in fewer integrations and extensions

Use cases

Data teams wanting to give business users self-service analytics access without building custom dashboards

Organisations already using dbt who want BI tooling tightly coupled to their transformation layer

Companies with cost-sensitive analytics needs who can self-host infrastructure

Teams needing to track dbt-defined metrics consistently across the organisation

Fast-growing startups building their analytics foundation on open-source tools

Ready to try Lightdash AI?

Get Lightdash AI

Pricing

Open Source (Self-Hosted)

Free

Full platform functionality, unlimited users, unlimited queries, requires your own hosting infrastructure

Cloud

From £400/month

Managed hosting, automatic updates, customer support, no infrastructure management required

Get started with Lightdash AI

Click through to Lightdash AI and start using it now.

Get Lightdash AI
  • Open source
  • Free forever