Hex

Hex blends notebook-style exploration with app-like outputs so data teams can share parameterized reports without manually re-exporting slides on every refresh. Data scientists and analytics engineers use it when stakeholders need interactivity plus governance.

Cloud execution implies careful secrets management for warehouse credentials; row-level security still depends on your database and semantic layer choices. AI assistance speeds boilerplate but does not replace metric definitions agreed with the business.

Validate any generated SQL or transformations against test environments—automatic queries can be expensive or unintentionally broad on large tables.