Lightdash

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First Added:June 12, 2026 Updated: July 2, 2026

Lightdash. Is an open source BI layer that turns dbt-core models into explorable metrics and dashboards.

Blurb

Lightdash is the AI-first, open-source BI platform for modern data teams. Connect to dbt, define metrics once, and get instant, trustworthy insights.

Summary

What it is: Web app plus CLI that syncs dbt schema.yml metrics and dimensions into self-serve charts and dashboards.

When to use: Warehouse analytics owned by dbt; want OSS BI without rebuilding metrics in Metabase or Apache Superset.

When to skip: No dbt discipline in the warehouse. Prefer Redash for ad hoc SQL only.

Key features: dbt-native metrics, Git-backed definitions, Slack/email alerts on charts, optional Lightdash Cloud.

Details

TopicNotes
DeployDocker or Lightdash Cloud; connects to warehouse dbt already targets
FitPairs with dbt-core and BigQuery, Snowflake, or Postgres

References