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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Selim R.
SR
Selim R.
Head of DataMid-Market (51-1000 emp.)
11/03/2026
Validated Reviewer
Verified Current User
Review source: Organic

Very solid and useful product, reactive support team

Core design is solid: having metadata alongside the code, adapted to a DBT setup. No issues to signal on availability of data Very reactive team, making the product evolve quickly, in line with the new possibilities offered by AI
Philip C.
PC
Philip C.
Senior Lead Data EngineerSmall-Business (50 or fewer emp.)
11/03/2026
Validated Reviewer
Review source: Organic

Lightdash: Intuitive Analytics, Excellent Developer Experience, and Stellar Support

Lightdash has an easy-to-use interface and makes it simple for analytics novices across the company to produce the insights they need. The developer experience is excellent, and the support team is always on hand to help when questions come up. They deploy frequently, and the new features they release are consistently great.
Verified User in Food Production
AF
Verified User in Food Production
Mid-Market (51-1000 emp.)
11/03/2026
Validated Reviewer
Verified Current User
Review source: Organic

Fast Innovation, Content and Organization as Code, Seamless Integrations

What I appreciate most is the pace at which they innovate, along with the content-as-code approach, the ease of use, and how well it integrates with our existing tools. Support has also been solid. Overall, it’s a really great product.

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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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