Which BI tools let you test AI context first?

Quoted from Databricks’s docsCloning is useful when you want to test changes in a separate agent or reuse the original context in a new one.

Quoted from Snowflake’s docsTest the agent: Prompt the agent in the Snowsight playground and refine its tools and instructions until it responds as expected.

Quoted from Omni’s docsBecause a run targets a specific model branch, evals let you measure the impact of data modeling and curation changes - such as new fields and joins, or ai_context and other context adjustments - before promoting them to your shared model.

Quoted from Hex’s docsUse the Threads tab to test specific questions and validate how your changes will affect agent responses before publishing them live.

Quoted from Sigma’s docsUse this approach only when production users see a specific tagged version of the workbook and agent, and the latest published version is visible only to users performing evaluations.

Quoted from BigQuery’s docs- In the Preview section, type an example user question in the Ask a question field, and then press Enter. To verify that the data agent returns the data that you expect, review the agent's response. If the response is not what you expect, change the settings in the Editor section to refine the data agent configuration until you get satisfactory responses. You can continue to test and modify your agent to refine the agent's results.

Quoted from Looker’s docsYou can test agent settings and instructions by starting a conversation with the agent.

Quoted from Tableau’s docsYou can access this tool in the Tableau Next menu to test questions in Concierge, and then verify and calibrate results.

Quoted from Power BI’s docsYou can test all Prep data for AI features on the report Copilot pane before publishing to the service.

Quoted from Metabase’s docsThe Metabase Representation Format repository contains the full specification for the YAML format used by serialization, including schemas for each entity type, examples, and an NPM validation package you can use to validate YAML files.

Quoted from Alteryx’s docsPreview the agent before you share it.

Quoted from MotherDuck’s docsPromote a Guide with set_guide_access once it clears two separate gates: a named owner has confirmed the content, and the smoke test routes to it.

Quoted from Mode’s docs- Click Run to test and save your Definition. If the run succeeds, you or anyone else in your Workspace with access to the underlying connection can reference the Definition in their reports.