Workflow
A user asks a business question; the assistant proposes a query or analytical plan, explains its assumptions and presents evidence for review. The data owner controls available tables and fields.
Platform requirements
A governed semantic context, row and column permissions, query limits and clear treatment of missing values. Preserve definitions, periods, currencies and denominators alongside results.
Pilot evidence
Compare with approved analytical tasks. Review query correctness, data access, reproducibility and whether the explanation supports the stated conclusion. Never infer causation from a convenient chart.
Keep the commercial boundary clear
This is an illustrative workflow for discussion. No customer results, integrations, regulatory approval or automated service are claimed. The organisation operating a future implementation must establish permissions, safety, quality and support.