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Every dashboard is a stack of blocks — each block is one chart, table, KPI card, or list.

Block types

  • Chart — bar, line, area, scatter, pie, donut.
  • Table — sortable rows with column formatters.
  • KPI — single number with delta indicator.
  • List — cards or rows with icons + actions.
  • Text — markdown context.

How Xura decides

The LLM plans blocks based on:
  • Your question shape (“how many” → KPI, “over time” → line chart, “by rep” → bar chart).
  • Data shape (row count, cardinality, column types).
  • Any prior context in the conversation.
You can override — see Refining blocks.

Live vs cached

  • Live — first render after a query. Uses fresh data.
  • Cached — subsequent visits to a saved view. Xura hits the server-side cache first, hydrates from source only if the query is refreshed.