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Lightdash

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Lightdash

16 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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Hattie P.
HP
Hattie P.
06/03/2025
Validated Reviewer
Verified Current User
Review source: G2 invite
Incentivized Review

Very easy to use (even as a data novice)

The fact that it's so intuitive (with some initial training) allowing all members of the team to create their own dashboards.
Sami R.
SR
Sami R.
06/14/2024
Validated Reviewer
Verified Current User
Review source: Organic

This is how business intelligence should be

Lightdash has been an absolute gamechanger, its eliminated shadow semantic layers and the disconnect from business driven insights and those from the data team. It has very strong inituitive seperation of dashboards and charts which is all validated through DBT. Therefor every element of a dashboard is answering a business question and stakeholders and pick & mix different charts that are governed and semantically correct for their personal usage. This was one of easiest tools tio implement and we were up and running within less than 2 days. We've depreciated Tableu, PowerBI, and GoogleLooker for Lightdash and we've noticed a higher usage amongst our business stakeholders since.
Chad F.
CF
Chad F.
12/13/2023
Validated Reviewer
Review source: Organic

Excellent experience

Lightdash is our primary BI tool. It is very simple to get started on, and has all of the features needed to run a BI team. It's also part of the 'semantic layer' community of BI tools, that do much more than create pretty charts. It allows for lay people to explore data, and get rich insights, based on pre defined logic that the analytics team creates in the tool. Too often in the past, I would give a business user access to a BI tool, and they created dashboards with incorrect conclusions because there was no way to pre-define calculations/joins/metrics/etc. Lightdash solves this problem in a big way. I like how lightdash is fully integrated with DBT. In previous roles, using other BI tools, there was a gulf between our database logic and the BI tool. It was almost impossible to scope changes across the systems, and determine how upstream changes would effect BI. Because Lightdash is built on top of DBT, this is much easier to understand. The ability to create a report, that any user can explore, filter, group etc. while within the guard rails set up by our analytics team is also very nice. The team is very responsive to bug/feature requests and support.

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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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