An AI-native semantic layer that generates datasets on-demand within Snowflake, enabling business users to self-serve data without technical bottlenecks while maintaining data integrity and consistency.

A feature that automates data cleaning tasks such as merging, deduplication, and identity resolution for connected data sources, with the option to use DBT for advanced transformations.