Data Observability platform Help

AI Assistant

The Allow AI assistant privilege unlocks two distinct AI-powered flows. Both share the same global AI configuration (model, endpoint, authentication) under General settings:

  • Test case suggestion - generate test case SQL + expected result from a natural-language prompt and selected metadata. Covered below.

  • Catalog description enrichment - bulk-generate business descriptions for catalog objects and their columns from the Objects tab. See Description enrichment with AI.

Test case suggestion

Helpful for quickly generating test cases from a user's business requirements via natural language.

Opening AI assistant

AI assistant can be accessed from side menu:

ai-assistant-button.png

or from test context with correct privilege:

ai-assistant-test-case-button.png

Generating suggestion(s)

ai-assistant-prompt.png
  • Connection - Datasource selection

  • Schema/Object/Columns - Selected data objects to send as metadata

  • Additional information - User's free-form prompt to get a specific suggestion. Can be empty in which case the AI assistant will generate suggestions based on metadata only.

AI assistant will return suggestion(s):

ai-assistant-multiple-suggestions.png

Where every suggestion can be either applied to test case or generated as a new test case

ai-assistant-single-suggestion.png

  • SQL - Suggested SQL, which can be modified

  • Expected result - SQL expected result for test passing

  • Actual result - Allows user to execute suggested SQL against database and also verify results

  • Description - Suggested description to apply to test case (can be disabled if user does not want to overwrite existing description)

Catalog description enrichment

Bulk-generate business descriptions for catalog objects and their columns, with preview-and-apply review. Triggered from the Objects tab toolbar; full walkthrough lives under Objects → Description enrichment with AI.

21 May 2026