Built-in agents · Analysis
Which BI tools' AI can find and fix broken content?
0 of 15 tools do, according to their public docs, and 10 partly.
Partly: Databricks, Snowflake, Omni, Hex, Sigma, BigQuery, Metabase, Alteryx, MotherDuck, Mode.
The question we asked: Can the product's AI find and fix BI content affected by a change in the data or its definitions?
Grading standard
When a column is renamed, a table changes or a shared definition is edited, the product's AI or a built-in agent identifies the BI content affected and repairs it or flags it for an owner. yes: both finding the affected content and repairing or flagging it are documented for the AI. Impact analysis a person runs, with no AI involvement, does not count; the AI fixing one broken chart a user points it at is partly.
Databricks
Partly
Quoted from Databricks’s docsGenie Code plans solutions, retrieves relevant assets, creates visualizations, configures multi-page layouts, applies filters, and fixes errors automatically.
Source: docs.databricks.com/aws/en/dashboards/manage/dashboard-agent · checked Oct 26, 2026 · quoted by Claude
Snowflake
Partly
Quoted from Snowflake’s docsTrace which downstream tables and dashboards break if a source table schema changes
Source: docs.snowflake.com/en/user-guide/cortex-code/bundled-skills · checked Oct 26, 2026 · quoted by Claude
Omni
Partly
Quoted from Omni’s docsThe agent can also automatically detect and fix runtime errors in the app while you're working on a draft.
Source: docs.omni.co/visualize-present/apps · checked Oct 26, 2026 · quoted by Claude
Hex
Partlypreview
Quoted from Hex’s docsThe agent can also read the rendered app and its console output, so it can fix layout issues, broken components, and runtime errors when you ask.
Source: learn.hex.tech/docs/share-insights/apps/generative-apps · checked Oct 26, 2026 · quoted by GPT
Sigma
Partly
Quoted from Sigma’s docsYou can use the assistant to correct formulas in existing columns (typically indicated by Incomplete formula, Invalid Query, or Unknown column cell values) or correct a manually entered formula when adding a new column.
Source: help.sigmacomputing.com/docs/use-ai-with-formulas · checked Oct 26, 2026 · quoted by Claude
BigQuery
Partlypreview
Quoted from BigQuery’s docsUnderstand the downstream consequences of modifying or dropping an asset.
Source: docs.cloud.google.com/bigquery/docs/use-cloud-assist · checked Oct 26, 2026 · quoted by Claude
Looker
Tableau
Power BI
Metabase
Partly
Quoted from Metabase’s docsWhen you get an error in a SQL query, you can click the Have Metabot fix it button, and Metabot will try to correct the query.
Source: www.metabase.com/docs/latest/ai/metabot · checked Oct 26, 2026 · quoted by Claude
Alteryx
Partly
Quoted from Alteryx’s docsTroubleshoot workflow errors to help you identify and resolve issues.
Source: help.alteryx.com/aac/en/ask-alteryx/ask-alteryx-in-live-query.html · checked Oct 26, 2026 · quoted by Claude
MotherDuck
Partly
Quoted from MotherDuck’s docsEdit the Dive you're viewing. Ask for a change such as "Add a chart of revenue by month," "Change the date filter to the last 90 days," or "Fix the query behind the second chart."
Source: motherduck.com/docs/key-tasks/ai-and-motherduck/agent-chat · checked Oct 26, 2026 · quoted by Claude
Mode
Partly
Quoted from Mode’s docsFix broken SQLPrompt AI Assist to fix syntax error and include the error message for context--! update code above to valid Postgres SQL
Source: mode.com/help/articles/ai-assist · checked Oct 26, 2026 · quoted by Claude
Redshift
Streamlit