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LightDash

Self-serve BI for data teams

Metric store

Lightdash transforms dbt projects into full stack BI platforms.

5.6kstars686forks113contributors1.7kissuesLast commit 3d ago
Read more about LightDash

Lightdash is a powerful BI platform that seamlessly transforms your dbt project into a full stack BI solution. By leveraging best practices from software engineering, Lightdash empowers data teams to build, manage, and explore their data with ease, all while enabling self-serve capabilities for everyone in the organization.

Developer Workflow: Analysts can define key metrics and enable self-serve for all users, ensuring data consistency and accessibility.
Powerful CLI: Utilize Lightdash's CLI for seamless integration with your favorite text editor, automated testing, and CI/CD workflows.
Data Catalog and Explorer: A user-friendly data catalog and explorer allow end users to answer their own questions without needing SQL skills.
AI Analyst Co-pilot: Launch your own AI analyst to help users achieve their self-serve data needs by asking questions in plain English.
Unlimited Users and Roles: Scale your BI platform without worrying about licenses or seat counts. Control data access by group or role.
Native Integrations: Easily share insights with your team using native integrations for Slack and email.
Open Source and Secure: Lightdash is built on open source, can be run on your own infrastructure, and is SOC2 and GDPR compliant.

Lightdash is designed to scale with your business, providing a robust and flexible BI solution that grows with your data needs. It integrates seamlessly with the tools you already love and offers world-class support from a team of data practitioners.

MLCraft

Open-source semantic layer

Metric store

Production-ready semantic layer on Cube.js.

608stars45forks5contributors7issuesLast commit 1y ago
Read more about MLCraft

Synmetrix is a production-ready open-source semantic layer built on top of Cube.js. It provides a robust and efficient way to manage your data semantics and streamline your data workflows. This tool is designed to enhance your data infrastructure by offering a semantic layer that simplifies data modeling and querying processes, making it easier to derive insights from your data assets. Synmetrix integrates seamlessly with Cube.js, ensuring a smooth and efficient data management experience. Here are some of its key features: - Production-Ready: Designed to be reliable and efficient for production environments. - Open Source: Freely available and can be customized to fit your specific needs. - Semantic Layer: Provides a semantic layer that simplifies data modeling and querying. - Cube.js Integration: Seamlessly integrates with Cube.js for enhanced data management. - Efficient Data Workflows: Streamlines data workflows, making it easier to derive insights. Synmetrix is an ideal solution for organizations looking to enhance their data infrastructure with a robust and efficient semantic layer. It leverages the power of Cube.js to provide a seamless data management experience, making it easier to handle complex data workflows and derive meaningful insights.

MetriQL

Headless BI for data metrics

Metric store

Centralize, synchronize, and consume your metrics effortlessly.

326stars29forks6contributors31issuesLast commit 3y ago
Read more about MetriQL

Metriql is a headless BI tool designed to centralize the definition, synchronization, and consumption of metrics across various data tools. It integrates seamlessly with dbt projects, mapping dbt resources as datasets and creating automatic roll-up models to save time for data teams.

Centralized Metrics Definition: Define your metrics in one place, eliminating the need to redefine them for each data tool.
Seamless dbt Integration: Integrates with dbt to map resources as datasets and create automatic roll-up models.
Reliable Metrics Synchronization: Synchronize your metrics to BI tools, use them in Python, or build embedded analytics applications via the REST API.
Comprehensive Documentation: Extensive documentation and tutorials to get you started quickly.
Active Development: Metriql is under active development, welcoming contributions, ideas, and integration requests on GitHub.

Metriql simplifies the process of managing and utilizing metrics, ensuring consistency and reliability across your data tools.