Lightdash

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97 reviews
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4.8
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Lightdash

97 reviews

Lightdash is an open-source, AI-first business intelligence platform designed for modern data teams. Built natively on top of dbt, Lightdash transforms your existing dbt projects into a fully interactive self-serve analytics environment. It bridges the gap between technical data professionals and business stakeholders by making high-quality, governed data accessible to everyone, no SQL needed. Key features: 1. AI-powered self-serve: Build visualizations and answer data questions faster with AI-assisted chart generation, metric insights, and natural language querying designed to scale across teams. 2. dbt-native integration: Leverage your dbt models and metrics directly, ensuring a single source of truth, eliminating duplicated logic, and speeding up implementation. 3. Developer experience first: Git-style version control, CI/CD pipelines, staging environments, and IDE integrations create a seamless analytics workflow for technical teams. 4. Open and extensible: Open-source foundation with APIs, SDKs, and charts-as-code for embedding and integration with your internal tools and workflows. 5. Enterprise-grade governance: Role-based permissions, audit logs, and a governed semantic layer ensures data security and consistent metric definitions across teams. Lightdash helps reduce the operational burden on data teams while enabling business users to self-serve with confidence. With industry-leading developer tools and intuitive interfaces for non-technical users, Lightdash speeds up time-to-insight, enhances collaboration, and empowers teams to build trust in data.

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Lightdash Reviews

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Verified User in Apparel & Fashion
AA
Verified User in Apparel & Fashion
Small-Business (50 or fewer emp.)
11/02/2026
Validated Reviewer
Verified Current User
Review source: Organic
Alexander V.
AV
Alexander V.
Tech supportMid-Market (51-1000 emp.)
11/02/2026
Validated Reviewer
Verified Current User
Review source: Organic

Seeing the SQL Behind Charts Is Incredibly Helpful

To see the SQL that is run when you look at a chart and its results are very helpful
Andreas P.
AP
Andreas P.
Staff Analytics EngineerMid-Market (51-1000 emp.)
11/02/2026
Validated Reviewer
Verified Current User
Review source: Organic

Incredibly Supportive Team That Delivers New Features Fast

I like the most, that the team is very helpful and supportive - and creates even features for us in days sometimes

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What is Lightdash?

Lightdash is an open-source business intelligence platform designed to empower analytics teams to collaborate more effectively and deliver insights efficiently. Lightdash offers features such as automated data modeling, version-controlled metrics, and real-time dashboards, aiming to enhance data transparency and accessibility across organizations. With its roots in the modern data stack, Lightdash facilitates direct integration with data warehouses, supporting a streamlined workflow from data ingestion to visualization. This platform positions itself as a user-friendly option for data teams looking to leverage SQL skills and embrace a more agile approach to business intelligence.

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