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Lightdash

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(82)4.8/5

Lightdash is the fastest way for modern data teams to build and scale AI-powered self-serve analytics. It enables analysts to define metrics and make them accessible to non-technical users, who can explore data and build dashboards without writing SQL. Lightdash integrates with modern data stacks, supports a governed semantic layer, and offers developer-friendly features like Git-based workflows. It is designed to reduce the overhead of maintaining BI tools, streamline metric definitions, and improve access to consistent data across teams. Lightdash is used and trusted by companies of all sizes, from start ups to international publicly listed organisations.

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 ![Austėja M.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Austėja M.")
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[Austėja M.](https://www.g2.com/users/2a26418e-6b74-4ace-b92f-27c82e7f445f "Austėja M.")

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6 days ago

Senior Data Analytics Engineer

Senior Data Analytics Engineer

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# How has Lightdash worked for self-serve analytics with a small data team?
](/discussions/how-has-lightdash-worked-for-self-serve-analytics-with-a-small-data-team)
I love how easy Lightdash is for end users, plus the strong dbt integration that helps keep a single point of truth. Support has been outstanding, and the product keeps evolving, including the AI addition. The main challenge is that some key features can be missing at times, though the team... [Read more](/discussions/how-has-lightdash-worked-for-self-serve-analytics-with-a-small-data-team)

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## Top Contributors in Lightdash

1

 ![Austėja M.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Austėja M.")
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### [Austėja M.](https://www.g2.com/users/2a26418e-6b74-4ace-b92f-27c82e7f445f "Austėja M.")

Data Analyst

1 pt

2

DS

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### [David S.](https://www.g2.com/users/5666b4c3-cf2a-48c3-b091-44571a8f7b9f "David S.")

Lead Data Analyst

1 pt

3

 ![Samuel W.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Samuel W.")
SW

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### [Samuel W.](https://www.g2.com/users/4f1fe6ae-a646-4c7e-a737-9a47757ecf26 "Samuel W.")

Staff Data Engineer

1 pt

4

 ![Wayde H.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Wayde H.")
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### [Wayde H.](https://www.g2.com/users/a00947cc-ca65-47d4-a835-271d9dd2e652 "Wayde H.")

Head of Data Analytics

1 pt

5

 ![Margaux R.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Margaux R.")
MR

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### [Margaux R.](https://www.g2.com/users/0b511038-8983-4762-a447-e68a9f213d93 "Margaux R.")

Data Manager

1 pt