Business context · Context and connections
Which BI tools keep AI context in version control?
11 of 15 tools do, according to their public docs, and 2 partly.
Yes: Databricks, Snowflake, Omni, Hex, Sigma, BigQuery, Looker, Power BI, Metabase, MotherDuck, Mode. Partly: Tableau, Redshift.
The question we asked: Can the business context you give the AI live in version control?
Grading standard
The business context lives in files you can diff, review and roll back.
Databricks
Yes
Quoted from Databricks’s docsUse Declarative Automation Bundles to define, deploy, and version-control your Genie Agents as code.
Source: docs.databricks.com/aws/en/genie-agents/best-practices · checked Oct 26, 2026 · quoted by Claude
Snowflake
Yes
Quoted from Snowflake’s docsYou can also create named versions directly from a stage or Git repository without going through the live version.
Source: docs.snowflake.com/en/user-guide/snowflake-cortex/cortex-agents-versioning · checked Oct 26, 2026 · quoted by Claude
Omni
Yes
Quoted from Omni’s docsOmni's git integration allows you to version control your model files by connecting an Omni model to a git repository.
Source: docs.omni.co/integrations/git/setup · checked Oct 26, 2026 · quoted by Gemini
Hex
Yes
Quoted from Hex’s docsProgrammatically sync context resources into Hex from an external source of truth, such as a git repository.
Source: learn.hex.tech/docs/agent-management/context-management/context-sync · checked Oct 26, 2026 · quoted by Claude
Sigma
Yespreview
Quoted from Sigma’s docsThis is an example representation of a workbook, retrieved using the Get a workbook endpoint with the query parameter includeContents=true.
Source: help.sigmacomputing.com/docs/example-representation-workbook-with-an-agent · checked Oct 26, 2026 · quoted by GPT
BigQuery
Yes
Quoted from BigQuery’s docsYou can create agent instruction files to use in your local workspace, or you can use the same instruction files across multiple data pipelines with an external repository.
Source: docs.cloud.google.com/bigquery/docs/data-engineering-agent-pipelines · checked Oct 26, 2026 · quoted by GPT
Looker
Yes
Quoted from Looker’s docsCreate and manage data agents for LookML dashboards: Use LookML to configure and manage version-controlled data agents for LookML dashboards.
Source: cloud.google.com/looker/docs/conversational-analytics-overview · checked Oct 26, 2026 · quoted by Claude
Tableau
Partlypreview
Quoted from Tableau’s docsFile formats: Supported file types are text files (.txt) and Markdown files (.md).
Source: help.tableau.com/current/pro/desktop/en-us/dashboard-narratives.htm · checked Oct 26, 2026 · quoted by Claude
Power BI
Yes
Quoted from Power BI’s docsSource control ready - Open text files, designed for seamless integration with Git, enabling version history and team collaboration.
Source: learn.microsoft.com/en-us/power-bi/developer/projects/projects-overview · checked Oct 26, 2026 · quoted by Gemini
Metabase
Yes
Quoted from Metabase’s docsCheck the exported files into version control and audit changes to them, as the YAML files contained within the export are pretty readable.
Source: www.metabase.com/docs/latest/installation-and-operation/serialization · checked Oct 26, 2026 · quoted by Gemini
MotherDuck
Yespreview
Quoted from MotherDuck’s docsGuide commands in the MotherDuck CLI: Create, edit, and version Guides from your terminal with motherduck guide, and keep them in version control alongside your other source files. Refer to the guide command reference for details.
Source: motherduck.com/docs/about-motherduck/release-notes · checked Oct 26, 2026 · quoted by Claude
Mode
Yes
Quoted from Mode’s docsIf your branch causes any issues, you can revert back to the previous version in GitHub.
Source: mode.com/help/articles/github · checked Oct 26, 2026 · quoted by Gemini
Redshift
Partly
Quoted from Redshift’s docsA custom context is defined in a JSON file which can be uploaded by the query editor v2 administrator to Amazon Q generative SQL.
Source: docs.aws.amazon.com/redshift/latest/mgmt/query-editor-v2-generative-ai.html · checked Oct 26, 2026 · quoted by Claude
Alteryx
Streamlit