Governed conversation
The model receives a deterministic snapshot of the certified metrics for the selected scope. It cannot query raw tables and is instructed to refuse anything the snapshot does not support.
Ask about revenue, margin, demand, languages or renewals
Answers are limited to the selected period and the filters applied above.
Questions and their grounding scope are written to the audit trail.
Grounding snapshot
Exactly what the assistant can see for this question.
Guardrails
• Answers only from the certified snapshot — no free-form database access.
• Certified actuals and open-period forecasts are always labelled separately.
• Missing data returns a pointer to the right workspace, never an estimate.
• Every question is audit-logged with its period, filters and source list.