Category
AI data analysis and BI tools: what they are and who makes them
open-source and self-hostable bi with an ai layer, notebook and analyst workspaces, conversational analytics on a semantic model, enterprise platforms and spreadsheet-style tools: Metabase, Hex, Basedash through Sigma.
Types of AI data analysis and BI tools
Open-source and self-hostable BI with an AI layer
Metabase puts a free self-hosted edition next to paid cloud plans, with an AI assistant on the query builder. You run the infrastructure yourself or pay for hosting. It suits teams that want to inspect the code and keep data inside their own network.
Notebook and analyst workspaces
Hex combines SQL, Python and an AI agent in one shared workspace, then publishes results as apps. It targets people who write queries and want help writing them faster, with business users reading the finished output rather than prompting from scratch.
Conversational analytics on a semantic model
Basedash, Zenlytic, Tellius and ThoughtSpot let non-analysts ask questions in plain language, answered against a defined metric layer. Accuracy then depends on how well someone models the data first, which is real setup work that has to be finished before the chat can be trusted with numbers.
Enterprise platforms and spreadsheet-style tools
Qlik and Power BI Copilot add generative AI to established analytics suites with admin controls, while Rows and Akkio sit at the edges: a spreadsheet with an AI analyst, and a platform whose current site is aimed at media agencies rather than general business users.
Facts at a glance
| Tool | Publisher | Based in | Access |
|---|---|---|---|
| Metabase | Metabase | Not verified for this ranking | Free tier + API |
| Hex | Hex Technologies | Not verified for this ranking | Free tier + API |
| Basedash | Basedash | Not verified for this ranking | Paid + API |
| Rows | Rows GmbH | Germany | Free tier + API |
| Zenlytic | Ex Quanta, Inc. | Not verified for this ranking | Paid + API |
| Tellius | Tellius, Inc. | Not verified for this ranking | Trial + API |
| Akkio | Akkio Inc. | Not verified for this ranking | Paid + API |
| ThoughtSpot | ThoughtSpot, Inc. | United States | Paid + API |
| Qlik | Qlik Technologies | Not verified for this ranking | Trial + API |
| Power BI Copilot | Microsoft | United States | Paid + API |
| Looker | United States | Trial + API | |
| Sigma | Sigma Computing | United States | Paid + API |
