What is Lightdash?
Lightdash is a business intelligence platform for data teams and business users. Its context layer defines metrics, dimensions, joins, business logic, caching, and access rules, using dbt projects or standalone Lightdash YAML connected to a data warehouse. Dashboards, AI agents, data apps, and embedded analytics draw on these shared definitions.
Data teams can maintain metrics, charts, and dashboards as files, preview changes through the CLI, validate projects in CI, and review changes in pull requests. Business users can explore dashboards or ask questions in plain English. Lightdash agents respect permissions and return inspectable queries.
Lightdash offers managed cloud hosting and an open-source core that can run on an organization's own infrastructure with Docker or Kubernetes. Commercial enterprise features and support are available, including licensed features for self-hosted deployments.
Lightdash screenshots
Explore the interface. Open a screenshot to view it at full size.
Source: official Lightdash project page.
Key capabilities
- Context layer Shared metrics, joins, caching and access rules from dbt or Lightdash YAML.
- BI as code Charts and dashboards as files, with CLI previews, CI validation and pull request review.
- AI agents Plain-English questions that return inspectable queries and respect permissions.
- Data apps Custom reports and customer-facing data products built on the same layer.
- Embedding Dashboards, agents and data apps in your product through the Lightdash SDK, with row-level security.
- Deployment choice Lightdash Cloud or a self-hosted core on Docker or Kubernetes.
Where Lightdash fits
- Governed metrics and semantic layer
- Dashboards and self-serve exploration
- Analytics as code with Git and CI
- Conversational analytics through AI agents
- Embedded analytics with row-level security
- Cloud and self-hosted deployment
Reviews of Lightdash
Be the first to share your experience with Lightdash.
Write a review
Loading review form…
Alternatives to Lightdash
AlteryxAlteryx Designer builds visual data preparation and analysis workflows; Alteryx One also has cloud modules with different requirements.
Apache SupersetApache Superset is an Apache Software Foundation project for data exploration and visualization. It offers a no-code chart builder, the SQL Lab editor, dashboards, a lightweight semantic layer, role-based security, a REST API and an MCP server, for SQL databases.AZApache ZeppelinApache Zeppelin is an Apache 2.0 web notebook for interactive data analysis, with 20+ interpreters, built-in charts, dynamic forms and cron scheduling.