[AI] Data Assistant

The assistant interprets business questions, retrieves relevant data through automated query generation, and returns results with visualizations and plain-language explanations that make data insights immediately accessible to the business users who need them most.

The assistant maintains conversation context across a session, allowing users to ask follow-up questions that build on previous responses, compare different time periods or segments, and drill down into patterns that surface in initial results without needing to formulate each query from scratch.

This conversational analysis capability enables the kind of exploratory data investigation that generates genuine business insight rather than simple report retrieval that answers only the questions that were anticipated when the report was designed.

AI Data Assistant is designed for organizations where the gap between data availability and data utilization is driven by technical barriers rather than data quality issueswhere valuable data exists in connected systems but most business users can't access it without routing requests through data teams.

By making self-service data analysis genuinely accessible to non-technical business users, the platform reduces the demand on data engineering and analytics resources for routine analysis while improving the speed at which business teams can make data-informed decisions.