Practical overview
When it fits
Use Metabase when people need to query organizational data and share answers through visualizations or dashboards, or when an application needs embedded analytics.
Who it is for
- Teams that need to explore and report on organizational data.
- Organizations that want to offer analytics inside an existing application.
Documented uses
- Ask business questions of available data using a query builder.
- Filter, group, summarize, and visualize data.
- Create dashboards with questions and interactive filters.
- Embed analytics in another application.
Requirements & limits
A free open-source offering and Enterprise plans are listed. The open-source edition is available for self-hosting as a Docker image or standalone JAR.
- The open-source edition supports self-hosting.
- Documented deployment formats include Docker and a standalone JAR.
- Learning materials cover both user workflows and instance administration.
Check current requirements in the official documentation. Source-based guidance does not mean OpenViST has run or independently tested this project.
Create a question and add it to a dashboard
Explore data with the query builder and organize the result in a dashboard.
Before you start
- A Metabase instance
- Data available in Metabase
Steps
Find the data you want to explore.
Ask a question, then filter or group the results and choose a visualization.
Create a dashboard and add the question to it.
Expected outcome
A dashboard containing a visual answer that can be explored with dashboard filters.
Guide limitations
- The guides describe this workflow but do not specify database connection setup.
Sources & review
Source record details
- Source availability
- Active
- Sources checked
- 12 October 2026
- Original website title
- Open source AI analytics you can verify | Metabase · Official homepage title · retained in its source language