Amara Osei-Bonsu

AI agents need enforced row-level filtering to safely query multi-tenant warehouse data.

Structured metadata lets AI agents reliably discover and query data without human intermediation.

Permissioned data contracts let AI agents query warehouses safely without direct database access.

Export files need natural keys so customers can reconcile and debug their own data.

How different data warehouses encode booleans and enums from PostgreSQL sources.

Cloud warehouses declare foreign keys for optimizer hints, not enforcement.