Connecty's AI is grounded in the semantic layer (Day Zero Semantic Layer + Metric Verse + Catalog + Verified Knowledge) and warehouse data, which avoids hallucinations and enforces consistent definitions. Additionally it checks every AI generation programmatically to verify the entity's existence in the data.