# Govern - [Use Cases](https://documentation.immuta.com/saas/govern/getting-started-with-secure.md): Select your Govern use case to help you build access controls for your organization - [Automate Data Access Control Decisions](https://documentation.immuta.com/saas/govern/getting-started-with-secure/automate-data-access-control-decisions.md): Learn how Immuta automates access decisions based on user and data metadata - [Managing User Metadata](https://documentation.immuta.com/saas/govern/getting-started-with-secure/automate-data-access-control-decisions/managing-user-metadata.md): Understand how to organize your user metadata for subscription policies - [Manage User Metadata How-to Guide](https://documentation.immuta.com/saas/govern/getting-started-with-secure/automate-data-access-control-decisions/managing-user-metadata/manage-user-metadata-how-to-guide.md): Organize your user metadata for use in subscription policies - [Managing Data Metadata](https://documentation.immuta.com/saas/govern/getting-started-with-secure/automate-data-access-control-decisions/managing-data-metadata.md): Understand how to organize your data metadata for subscription policies - [Manage Data Metadata How-to Guide](https://documentation.immuta.com/saas/govern/getting-started-with-secure/automate-data-access-control-decisions/managing-data-metadata/manage-data-metadata-how-to-guide.md): Organize your data metadata for use in subscription policies - [Author Policy](https://documentation.immuta.com/saas/govern/getting-started-with-secure/automate-data-access-control-decisions/author-policy.md): Understand how to use metadata in Immuta subscription policies - [Author Policy How-to Guide](https://documentation.immuta.com/saas/govern/getting-started-with-secure/automate-data-access-control-decisions/author-policy/author-policy-how-to-guide.md): Build a subscription policy using user and data metadata to automate access control decisions - [Compliantly Open More Sensitive Data for ML and Analytics](https://documentation.immuta.com/saas/govern/getting-started-with-secure/compliantly-open-more-sensitive-data-for-ml-and-analytics.md): Learn how Immuta uses granular access controls to safely open more data to support machine learning and analytics needs - [Managing User Metadata](https://documentation.immuta.com/saas/govern/getting-started-with-secure/compliantly-open-more-sensitive-data-for-ml-and-analytics/open-managing-user-metadata.md): Understand how to organize your user metadata for data policies - [Manage User Metadata How-to Guide](https://documentation.immuta.com/saas/govern/getting-started-with-secure/compliantly-open-more-sensitive-data-for-ml-and-analytics/open-managing-user-metadata/manage-user-metadata-how-to-guide.md): Organize your user metadata for use in data policies - [Managing Data Metadata](https://documentation.immuta.com/saas/govern/getting-started-with-secure/compliantly-open-more-sensitive-data-for-ml-and-analytics/open-managing-data-metadata.md): Understand how to organize your data metadata for data policies - [Manage Data Metadata How-to Guide](https://documentation.immuta.com/saas/govern/getting-started-with-secure/compliantly-open-more-sensitive-data-for-ml-and-analytics/open-managing-data-metadata/manage-data-metadata-how-to-guide.md): Organize your data metadata for use in data policies - [Author Policy](https://documentation.immuta.com/saas/govern/getting-started-with-secure/compliantly-open-more-sensitive-data-for-ml-and-analytics/open-author-policy.md): Understand how to use metadata in Immuta data policies - [Author Policy How-to Guide](https://documentation.immuta.com/saas/govern/getting-started-with-secure/compliantly-open-more-sensitive-data-for-ml-and-analytics/open-author-policy/author-policy-how-to-guide.md): Build a data policy using user and data metadata to automate access control decisions - [Test and Deploy Policy](https://documentation.immuta.com/saas/govern/getting-started-with-secure/test-and-deploy-policy.md): Test policies on data in a cloned test database before deploying policies to production data - [Author Policies for Data Access Control](https://documentation.immuta.com/saas/govern/secure-your-data.md) - [Introduction](https://documentation.immuta.com/saas/govern/secure-your-data/secure-introduction.md) - [Scalability and Evolvability](https://documentation.immuta.com/saas/govern/secure-your-data/secure-introduction/scalability-and-evolvability.md) - [Understandability](https://documentation.immuta.com/saas/govern/secure-your-data/secure-introduction/understandability.md) - [Distributed Stewardship](https://documentation.immuta.com/saas/govern/secure-your-data/secure-introduction/distributed-stewardship.md) - [Consistency](https://documentation.immuta.com/saas/govern/secure-your-data/secure-introduction/consistency.md) - [Availability of Data](https://documentation.immuta.com/saas/govern/secure-your-data/secure-introduction/availability-of-data.md) - [Policies](https://documentation.immuta.com/saas/govern/secure-your-data/authoring-policies-in-secure.md) - [Subscription Policies](https://documentation.immuta.com/saas/govern/secure-your-data/authoring-policies-in-secure/section-contents.md) - [How-to Guides](https://documentation.immuta.com/saas/govern/secure-your-data/authoring-policies-in-secure/section-contents/how-to-guides.md) - [Author a Subscription Policy](https://documentation.immuta.com/saas/govern/secure-your-data/authoring-policies-in-secure/section-contents/how-to-guides/subscription-policy-tutorial.md) - [Author an ABAC Subscription Policy](https://documentation.immuta.com/saas/govern/secure-your-data/authoring-policies-in-secure/section-contents/how-to-guides/abac-subscription-policy.md) - [Subscription Policies Advanced DSL Guide](https://documentation.immuta.com/saas/govern/secure-your-data/authoring-policies-in-secure/section-contents/how-to-guides/advanced-dsl-policies.md) - [Author a Restricted Subscription Policy](https://documentation.immuta.com/saas/govern/secure-your-data/authoring-policies-in-secure/section-contents/how-to-guides/restricted-subscription-policies.md) - [Reference Guides](https://documentation.immuta.com/saas/govern/secure-your-data/authoring-policies-in-secure/section-contents/reference-guides.md) - [Subscription Policies Reference Guide](https://documentation.immuta.com/saas/govern/secure-your-data/authoring-policies-in-secure/section-contents/reference-guides/subscription-policies.md) - [Subscription Policy Access Types](https://documentation.immuta.com/saas/govern/secure-your-data/authoring-policies-in-secure/section-contents/reference-guides/subscription-access-types.md) - [Advanced DSL Policy Builder Functions and Variables](https://documentation.immuta.com/saas/govern/secure-your-data/authoring-policies-in-secure/section-contents/reference-guides/advanced-special-functions.md) - [Data Policies](https://documentation.immuta.com/saas/govern/secure-your-data/authoring-policies-in-secure/data-policies.md) - [How-to Guides](https://documentation.immuta.com/saas/govern/secure-your-data/authoring-policies-in-secure/data-policies/how-to-guides.md) - [Author a Masking Data Policy](https://documentation.immuta.com/saas/govern/secure-your-data/authoring-policies-in-secure/data-policies/how-to-guides/data-policy-tutorial.md) - [Author a Minimization Policy](https://documentation.immuta.com/saas/govern/secure-your-data/authoring-policies-in-secure/data-policies/how-to-guides/minimization-tutorial.md) - [Author a Purpose-Based Restriction Policy](https://documentation.immuta.com/saas/govern/secure-your-data/authoring-policies-in-secure/data-policies/how-to-guides/purpose-tutorial.md) - [Author a Restricted Data Policy](https://documentation.immuta.com/saas/govern/secure-your-data/authoring-policies-in-secure/data-policies/how-to-guides/restricted-data-policies.md) - [Author a Reveal Policy](https://documentation.immuta.com/saas/govern/secure-your-data/authoring-policies-in-secure/data-policies/how-to-guides/author-a-reveal-policy.md) - [Author a Row-Level Policy](https://documentation.immuta.com/saas/govern/secure-your-data/authoring-policies-in-secure/data-policies/how-to-guides/row-redaction-tutorial.md) - [Author a Time-Based Restriction Policy](https://documentation.immuta.com/saas/govern/secure-your-data/authoring-policies-in-secure/data-policies/how-to-guides/time-based-tutorial.md) - [Policy Certifications and Diffs](https://documentation.immuta.com/saas/govern/secure-your-data/authoring-policies-in-secure/data-policies/how-to-guides/manage-policies-per-data-source.md) - [Reference Guides](https://documentation.immuta.com/saas/govern/secure-your-data/authoring-policies-in-secure/data-policies/reference-guides.md) - [Data Policies Reference Guide](https://documentation.immuta.com/saas/govern/secure-your-data/authoring-policies-in-secure/data-policies/reference-guides/data-policies.md) - [Masking Policies](https://documentation.immuta.com/saas/govern/secure-your-data/authoring-policies-in-secure/data-policies/reference-guides/masking-matrix-functions.md) - [Orchestrated Masking Policies](https://documentation.immuta.com/saas/govern/secure-your-data/authoring-policies-in-secure/data-policies/reference-guides/masking-matrix-functions/orchestrated-masking-policies.md) - [Row-Level Policies](https://documentation.immuta.com/saas/govern/secure-your-data/authoring-policies-in-secure/data-policies/reference-guides/row-redaction-explained.md) - [Limit to Purpose Policies](https://documentation.immuta.com/saas/govern/secure-your-data/authoring-policies-in-secure/data-policies/reference-guides/limit-to-purpose-policies.md) - [Custom WHERE Clause Functions](https://documentation.immuta.com/saas/govern/secure-your-data/authoring-policies-in-secure/data-policies/reference-guides/custom-where-clause-functions.md) - [Lookup Tables](https://documentation.immuta.com/saas/govern/secure-your-data/authoring-policies-in-secure/data-policies/reference-guides/lookup-tables.md) - [Clone, Activate, or Stage a Policy](https://documentation.immuta.com/saas/govern/secure-your-data/authoring-policies-in-secure/clone-activate-stage.md) - [Data Engineering with Limited Policy Downtime](https://documentation.immuta.com/saas/govern/secure-your-data/authoring-policies-in-secure/dbt-transform-workflow.md) - [Projects and Purpose-Based Access Control](https://documentation.immuta.com/saas/govern/secure-your-data/projects-and-purpose-based-access-control.md) - [Projects and Purpose Controls](https://documentation.immuta.com/saas/govern/secure-your-data/projects-and-purpose-based-access-control/purpose-index.md) - [Getting Started](https://documentation.immuta.com/saas/govern/secure-your-data/projects-and-purpose-based-access-control/purpose-index/getting-started.md): Purpose-based access control - [How-to Guides](https://documentation.immuta.com/saas/govern/secure-your-data/projects-and-purpose-based-access-control/purpose-index/how-to-guides.md) - [Create a Project](https://documentation.immuta.com/saas/govern/secure-your-data/projects-and-purpose-based-access-control/purpose-index/how-to-guides/create-project-tutorial.md) - [Create and Manage Purposes](https://documentation.immuta.com/saas/govern/secure-your-data/projects-and-purpose-based-access-control/purpose-index/how-to-guides/purposes-tutorial.md) - [Project Management](https://documentation.immuta.com/saas/govern/secure-your-data/projects-and-purpose-based-access-control/purpose-index/how-to-guides/project-management.md) - [Manage Projects and Project Settings](https://documentation.immuta.com/saas/govern/secure-your-data/projects-and-purpose-based-access-control/purpose-index/how-to-guides/project-management/manage-projects.md) - [Manage Project Data Sources](https://documentation.immuta.com/saas/govern/secure-your-data/projects-and-purpose-based-access-control/purpose-index/how-to-guides/project-management/manage-data-sources.md) - [Manage Project Members](https://documentation.immuta.com/saas/govern/secure-your-data/projects-and-purpose-based-access-control/purpose-index/how-to-guides/project-management/manage-members.md) - [Reference Guides](https://documentation.immuta.com/saas/govern/secure-your-data/projects-and-purpose-based-access-control/purpose-index/reference-guides.md) - [Projects and Purposes](https://documentation.immuta.com/saas/govern/secure-your-data/projects-and-purpose-based-access-control/purpose-index/reference-guides/projects.md) - [Concept Guide](https://documentation.immuta.com/saas/govern/secure-your-data/projects-and-purpose-based-access-control/purpose-index/concept-guide.md) - [Why Use Purposes?](https://documentation.immuta.com/saas/govern/secure-your-data/projects-and-purpose-based-access-control/purpose-index/concept-guide/purposes-explained.md) - [Equalized Access](https://documentation.immuta.com/saas/govern/secure-your-data/projects-and-purpose-based-access-control/equalized-access.md) - [Manage Project Equalization How-to Guide](https://documentation.immuta.com/saas/govern/secure-your-data/projects-and-purpose-based-access-control/equalized-access/manage-equalization.md) - [Equalized Access Reference Guide](https://documentation.immuta.com/saas/govern/secure-your-data/projects-and-purpose-based-access-control/equalized-access/equalization.md): Project equalization - [Why Use Project Equalization?](https://documentation.immuta.com/saas/govern/secure-your-data/projects-and-purpose-based-access-control/equalized-access/equalization-explained.md) - [Masked Joins](https://documentation.immuta.com/saas/govern/secure-your-data/projects-and-purpose-based-access-control/masked-joins.md) - [Enable Masked Joins How-to Guide](https://documentation.immuta.com/saas/govern/secure-your-data/projects-and-purpose-based-access-control/masked-joins/enable-masked-joins.md) - [Why Use Masked Joins?](https://documentation.immuta.com/saas/govern/secure-your-data/projects-and-purpose-based-access-control/masked-joins/masked-joins-explained.md) - [Writing to Projects](https://documentation.immuta.com/saas/govern/secure-your-data/projects-and-purpose-based-access-control/write-index.md) - [How-to Guides](https://documentation.immuta.com/saas/govern/secure-your-data/projects-and-purpose-based-access-control/write-index/how-to-guides.md) - [Reference Guides](https://documentation.immuta.com/saas/govern/secure-your-data/projects-and-purpose-based-access-control/write-index/reference-guides.md) - [Project UDFs (Databricks)](https://documentation.immuta.com/saas/govern/secure-your-data/projects-and-purpose-based-access-control/write-index/reference-guides/project-udfs.md) - [Data Consumers](https://documentation.immuta.com/saas/govern/secure-your-data/data-consumers.md) - [Subscribe to a Data Source](https://documentation.immuta.com/saas/govern/secure-your-data/data-consumers/subscribe-to-data-source.md) - [Query Data](https://documentation.immuta.com/saas/govern/secure-your-data/data-consumers/query-data.md) - [Querying Snowflake Data](https://documentation.immuta.com/saas/govern/secure-your-data/data-consumers/query-data/snowflake.md) - [Querying Databricks Data](https://documentation.immuta.com/saas/govern/secure-your-data/data-consumers/query-data/databricks.md) - [Querying Starburst (Trino) Data](https://documentation.immuta.com/saas/govern/secure-your-data/data-consumers/query-data/trino.md) - [Querying Databricks SQL Data](https://documentation.immuta.com/saas/govern/secure-your-data/data-consumers/query-data/databricks-sql.md) - [Querying Redshift Spectrum Data](https://documentation.immuta.com/saas/govern/secure-your-data/data-consumers/query-data/querying-redshift-spectrum-data.md) - [Querying Azure Synapse Analytics Data](https://documentation.immuta.com/saas/govern/secure-your-data/data-consumers/query-data/synapse.md) - [Subscribe to Projects](https://documentation.immuta.com/saas/govern/secure-your-data/data-consumers/project-member-guide.md) - [Impersonate a User](https://documentation.immuta.com/saas/govern/secure-your-data/data-consumers/user-impersonation.md) - [Observe Access and Activity](https://documentation.immuta.com/saas/govern/detect-your-data.md): Learn how Immuta monitors your environment - [Introduction](https://documentation.immuta.com/saas/govern/detect-your-data/detect-introduction.md): Understand the challenges involved in detecting internal data security risks - [Access Summary Export](https://documentation.immuta.com/saas/govern/detect-your-data/access-summary-export.md) - [Set Up Access Summary Export](https://documentation.immuta.com/saas/govern/detect-your-data/access-summary-export/set-up-access-summary-export.md) - [Latest Access Summary Export Schema Reference Guide](https://documentation.immuta.com/saas/govern/detect-your-data/access-summary-export/latest-access-summary-export-schema-reference-guide.md) - [PrPr 1 - Access Summary Export Schema](https://documentation.immuta.com/saas/govern/detect-your-data/access-summary-export/latest-access-summary-export-schema-reference-guide/access-summary-export-schema-reference-guide.md) - [Early Access Data Model Changes](https://documentation.immuta.com/saas/govern/detect-your-data/access-summary-export/early-access-data-model-changes.md) - [Audit](https://documentation.immuta.com/saas/govern/detect-your-data/audit.md): Learn about the audit capabilities Immuta provides - [How-to Guides](https://documentation.immuta.com/saas/govern/detect-your-data/audit/how-to-guides.md) - [Export Audit Logs to Amazon S3](https://documentation.immuta.com/saas/govern/detect-your-data/audit/how-to-guides/enable-uam.md): Export your Immuta audit logs to an Amazon S3 bucket - [Export Audit Logs to ADLS](https://documentation.immuta.com/saas/govern/detect-your-data/audit/how-to-guides/export-adls.md): Export your Immuta audit logs to your ADLS Gen2 storage account - [Use Immuta Audit](https://documentation.immuta.com/saas/govern/detect-your-data/audit/how-to-guides/use-immuta-audit.md): Filter and manually ingest audit events - [Run Governance Reports](https://documentation.immuta.com/saas/govern/detect-your-data/audit/how-to-guides/governor-guide.md): Build Immuta governance reports to view user activity across Immuta - [Reference Guides](https://documentation.immuta.com/saas/govern/detect-your-data/audit/reference-guides.md) - [Universal Audit Model (UAM)](https://documentation.immuta.com/saas/govern/detect-your-data/audit/reference-guides/index.md): Learn about the components of the universal audit model and what platforms support query audit - [UAM Schema Reference Guide](https://documentation.immuta.com/saas/govern/detect-your-data/audit/reference-guides/index/uam-schema.md): Understand audit event schemas - [Query Audit Logs](https://documentation.immuta.com/saas/govern/detect-your-data/audit/reference-guides/query-audit-logs.md) - [Snowflake Query Audit Logs](https://documentation.immuta.com/saas/govern/detect-your-data/audit/reference-guides/query-audit-logs/snowflake.md): Learn about the audit schema for Snowflake queries - [Databricks Unity Catalog Query Audit Logs](https://documentation.immuta.com/saas/govern/detect-your-data/audit/reference-guides/query-audit-logs/databricks-uc.md): Learn about the audit schema for Databricks Unity Catalog queries - [Databricks Spark Query Audit Logs](https://documentation.immuta.com/saas/govern/detect-your-data/audit/reference-guides/query-audit-logs/databricks.md): Learn about the audit schema for Databricks Spark queries - [Starburst (Trino) Query Audit Logs](https://documentation.immuta.com/saas/govern/detect-your-data/audit/reference-guides/query-audit-logs/trino.md): Learn about the audit schema for Starburst and Trino queries - [Audit Export GraphQL Reference Guide](https://documentation.immuta.com/saas/govern/detect-your-data/audit/reference-guides/immuta-audit-export-to-s3-and-adls-gen2-graphql-reference-guide.md): Use GraphQL to manage exporting your audit logs to Amazon S3 and ADLS Gen2 - [Unknown Users in Audit Logs](https://documentation.immuta.com/saas/govern/detect-your-data/audit/reference-guides/unknown-user.md): Identify unknown users in query audit logs for Databricks Unity Catalog - [Governance Report Types](https://documentation.immuta.com/saas/govern/detect-your-data/audit/reference-guides/reports.md): Understand the report types available for viewing user activity across Immuta - [Dashboards](https://documentation.immuta.com/saas/govern/detect-your-data/detection.md): Learn about audit dashboards - [Use the Audit Dashboards How-To Guide](https://documentation.immuta.com/saas/govern/detect-your-data/detection/use-dashboards.md): Visualize the data being queried by your users with audit dashboards - [Audit Dashboards Reference Guide](https://documentation.immuta.com/saas/govern/detect-your-data/detection/detect-concept.md): Learn about the design and capabilities of audit dashboards - [Monitors](https://documentation.immuta.com/saas/govern/detect-your-data/monitors.md) - [Manage Monitors and Observations](https://documentation.immuta.com/saas/govern/detect-your-data/monitors/create-monitor.md) - [Monitors Reference Guide](https://documentation.immuta.com/saas/govern/detect-your-data/monitors/index.md) --- # Agent Instructions: Querying This Documentation If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question. Perform an HTTP GET request on the current page URL with the `ask` query parameter: ``` GET https://documentation.immuta.com/saas/govern.md?ask= ``` The question should be specific, self-contained, and written in natural language. The response will contain a direct answer to the question and relevant excerpts and sources from the documentation. Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.