Define the data
Establish trusted metrics, dimensions and dataset permissions before generating queries.
Product experience / Conversational analytics
An analytics workspace where a question leads to a chart, a comparison and the data behind it. Business users can explore a governed dataset while keeping the query and its assumptions available for inspection.
Explore revenue with a question grounded in the sample dataset.
Change the segment or region and inspect how the chart and rows change.
Inspect the query, then save the analysis as an insight.
How we would approach production. The working preview uses a defined sample dataset and local interactions; the architecture below describes the system behind a deployed product.
Establish trusted metrics, dimensions and dataset permissions before generating queries.
Translate the question into a constrained, read-only query over the approved semantic model.
Keep the chart, source rows, filters and query together so an analyst can inspect the result.
Enforce query budgets, audit access and test numerical accuracy against known answers.
Knowledge & research
Explore next project ↗