Start with the stakeholder question
Business users ask naturally. Curated interprets spatial intent.
A user can ask about a site, market, asset, territory, customer segment, campaign, or risk scenario in natural language. Curated shapes the workflow around the decision without making every user learn GIS menus, schemas, or query syntax.