Privacera

Privacera sits in front of Snowflake, Databricks, and cloud warehouses to enforce who can query which column, with masking and purpose controls attached.

The same policy fabric now covers generative AI through PAIG, so prompts and retrieval do not bypass table-level grants. It is access enforcement, not another scanner that only tells you the data exists.