Business context · Context and connections
Which BI tools show which context an answer used?
2 of 15 tools do, according to their public docs, and 6 partly.
Yes: Databricks, Snowflake. Partly: Omni, Hex, BigQuery, Looker, Power BI, MotherDuck.
The question we asked: Does an answer say which piece of business context shaped it?
Grading standard
The specific instruction, description or rule surfaced with the answer.
Databricks
Yes
Quoted from Databricks’s docsReferenced SQL example: When applicable, displays a relevant SQL example that Genie used as a reference.
Source: docs.databricks.com/aws/en/genie-agents/talk-to-genie · checked Oct 26, 2026 · quoted by Claude
Snowflake
Yes
Quoted from Snowflake’s docsSkill invocations are surfaced in the thinking steps during Snowflake CoWork interactions.
Source: docs.snowflake.com/en/user-guide/snowflake-cortex/cortex-agents-skills · checked Oct 26, 2026 · quoted by GPT
Omni
Partly
Quoted from Omni’s docsDescription - Additional context about the field, if defined in the model
Source: docs.omni.co/ai/chat · checked Oct 26, 2026 · quoted by Claude
Hex
Partly
Quoted from Hex’s docsWhen the Agent uses a project, it will cite what it used (e.g. links to the project or specific cells) so you can see where the answer came from.
Source: learn.hex.tech/docs/explore-data/threads · checked Oct 26, 2026 · quoted by Claude
Sigma
BigQuery
Partly
Quoted from BigQuery’s docsMatches are always marked as verified.
Source: docs.cloud.google.com/bigquery/docs/create-data-agents · checked Oct 26, 2026 · quoted by Claude
Looker
Partly
Quoted from Looker’s docsAlthough Thinking mode does not produce more accurate answers than Fast mode, displaying the agent's reasoning lets you observe how Conversational Analytics interprets your query, plans its analytical steps, and references the underlying LookML models.
Source: cloud.google.com/looker/docs/conversational-analytics-looker-data · checked Oct 26, 2026 · quoted by Claude
Tableau
Power BI
Partlypreview
Quoted from Power BI’s docsMatched trigger phrase: Displays the specific phrase that Copilot matched, whether it's exact or semantically similar.
Source: learn.microsoft.com/en-us/power-bi/create-reports/copilot-prepare-data-ai-verified-answ... · checked Oct 26, 2026 · quoted by Claude
Metabase
Alteryx
MotherDuck
Partlypreview
Quoted from MotherDuck’s docsYour agent's logs are worth reading here too — they show you exactly where it looked and what it skipped.
Source: motherduck.com/docs/key-tasks/guides/bootstrap-guides-with-an-ai-agent · checked Oct 26, 2026 · quoted by Claude
Mode
Redshift
Streamlit