Dashboard Agent

Dashboard Agent

Published Dashboards can now include a built-in Dashboard Agent so viewers can ask questions about what they're looking at. A chat bubble appears in the bottom-right corner — click it to open a side panel and the dashboard reflows alongside it.

The agent is read-only and grounded in what the viewer sees: it knows the dashboard's widgets, the charts they render, and the viewer's active filters and time grains, so answers always reflect the current view. Ask it to summarize the dashboard, explain a trend, or compare widgets — much like Analytics Chat, but for consumers rather than editors. Conversations persist in the URL, so a refresh restores the thread right where it left off.

Region Maps

The Map chart now supports a Region mode that plots query results as a choropleth over polygon GeoJSON. Choose a built-in source — World Countries or US States — or point to any custom HTTPS GeoJSON URL, then join it to your data on a region property. Cube auto-detects the join fields and color-scales regions by your measure, with optional shading for unmatched regions.

Other improvements and fixes:

Workbooks

• Creating a Workbook no longer prompts for a name — it's auto-generated and you can rename it later
• Drill-downs now carry over filters from filtered measures
• Charts now show the pre-aggregation indicator only when results are actually served from a pre-aggregation
• Transient query timeouts no longer flash an error while a chart is still loading

Dashboards

• Improved the Time Grain widget edit sidebar

Administration

• You can now customize the app theme to match your brand
• Deploy with CLI mode now shows the connected Git remote

AI

• The MCP server now supports multiple agents
• Added a loadQueryResults MCP tool to paginate through large query results
• Agent configs now support llm: auto to automatically select a model
• AI-generated data models now default cubes to public: false

Embed

• App theme customization extends to embedded apps, so they can match your product's branding
• Creator Mode workspaces now come seeded with starter dashboards