combines two layers in a single embeddable component. The first is a conversational AI chat interface: end users ask questions in natural language and get instant, governed answers drawn from their data. The second is a self-service dashboard layer: users explore KPIs, filter by segment, drill down into trends, and build their own views without needing SQL skills or analyst support. Both layers sit on top of a built-in semantic layer that defines metrics, governs terminology, and ensures consistency across tenants. When an end user asks "what is my churn rate this quarter," they get a precise, pre-defined answer — not a hallucination, not a raw query result.