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Lightdash

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Lightdash

19 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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Aleksandr Z.
AZ
Aleksandr Z.
11/16/2023
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Verified Current User
Review source: Organic

Obvious choice for dbt-first BI teams that serve truly data/insights hungry users.

Few years ago we went for ThoughtSpot over Looker. Wish back then Lightdash (LD) was as great as it became now. Fixed this now and moved to LD few months ago. Main highlights: - Open-source or flat low level priced cloud offering. Very clear price calculation approach as it's not consumption or user licenses base. I heard people saying "Lightdash is an open-source Looker", if team keeps the pace and dedication to the product then I bet in few years we will be mostly hearing: "Looker is a closed-source Lightdash" - dbt project as a backbone. You keep all your data logic in the same repo. Convenient ci/cd. - advanced LD specific modeling functionality. Not as mature as LookML, but getting there. - Pretty intuitive for non-technical users with minimal onboardings. Unlocks them with self-service capabilities. At our company small BI maintains models and only few top level reports, the rest of the content created/maintained and communicated by stakeholders' data champions. - Bonus item that I realized only after committing to Ligthdash. There's no limit for the number of projects and user sharing. We started using it extensively to segregate reporting areas and share reports with our clients. That's normally considered a premium feature in classical enterprise BI platforms. That feature allowed us to retire DataStudio reports that were maintained solely due to ease of external sharing. - Very transparent requirements/issue tracking - Supportive, approachable, and reactive Lightdash team. - All communications are slack driven, with a great community. No tickets to create for question, no enterprise portals that get your stuff stuck for weeks.
Matt P.
MP
Matt P.
11/15/2023
Validated Reviewer
Verified Current User
Review source: Organic

Great Integration with dbt

The seamless integration with dbt is outstanding. Previously our companies only BI was limited to Google Sheets, but Lightdash has made it possible to visualize over 150+ models in under 6 months. Being developer first and having that tight integration into dbt has made standing up this tool with a small team seamless Additionally the customer support has been top notch as the team is very responsive to all our questions
Gary J.
GJ
Gary J.
11/15/2023
Validated Reviewer
Verified Current User
Review source: Organic

The intuitive BI tool that's also an engineer's best friend

The speed of iteration and helpfulness of the team, and their aptitude to prioritise the most useful features they add to their product. Being able to deploy to Lightdash via CI-CD was a massive time save for our team compared to existing solutions, and really upped the amount of engaged BI users within the company with all the extra content deployed at speed. The bonus aspects of the CLI and API make it a great developer experience, and allow us to integrate it into multiple parts of the analytics workflow, as well as control versioning/ compatibility from a central location. The low barrier to entry for business users really helped shift a bunch of workload from our data team.

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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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