Introducing AI dashboard and workflow generation in ClickStack
Blog post from ClickHouse
ClickStack introduces AI dashboard generation, an innovative feature designed to simplify the creation of dashboards by transforming the process into an investigative workflow rather than just producing standalone dashboards. Users can now describe their desired insights, and ClickStack explores telemetry data, generates queries, and assembles visualizations within an AI Notebook, creating a collaborative workspace that captures the entire investigative process. This approach not only makes dashboard creation more intuitive and accessible, especially for new users unfamiliar with schema discovery and query writing, but also offers experienced users a more efficient means to build and refine dashboards. The generated dashboards are fully editable, allowing users to modify queries and visualizations, with the AI Notebook serving as a complete, editable history of the investigation. Beyond individual dashboards, ClickStack supports the creation of interconnected investigative workflows by linking multiple dashboards, enabling more comprehensive problem-solving capabilities. Additionally, ClickStack's MCP server enables seamless integration with external tools like Claude, Cursor, and Codex, allowing teams to leverage the same high-level observability and dashboard management tools, thus fostering a versatile and expandable observability platform.
| Trend | Post Mentions | Total Month Mentions | Posts | Companies | MoM |
|---|---|---|---|---|---|
| MCP | 13 | 3,533 | 369 | 145 | -53% |
| Observability | 5 | 1,844 | 344 | 128 | -56% |
| LLM | 3 | 3,751 | 612 | 168 | -39% |
| AI Agents | 1 | 3,092 | 648 | 191 | -49% |
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