> For clean Markdown of any page, append .md to the page URL. > For a complete documentation index, see https://help.sigmacomputing.com/llms.txt. > For AI client integration (Claude Code, Cursor, etc.), connect to the MCP server at https://help.sigmacomputing.com/_mcp/server. # What's new in Sigma ## AI ### Agents can set control values when run automatically or by API When an agent has a **Set control value** action tool configured, it now sets the control when run as an automated action, by API, or by MCP server. The control value is set only while the agent is running. For more details, see [Create actions that interact with agents](/docs/create-actions-that-interact-with-agents). ### Override filter and control values in Sigma MCP server queries When querying and analyzing data, the Sigma MCP server provides context to your AI assistant about filters and controls that impact the results of your query. Using this information, the AI assistant can inform you about filters and override them at your request. For more information, see [Use the Sigma MCP server](/docs/use-sigma-mcp-server#analyzing-your-data). ## API ### Connect an AI assistant to the Sigma MCP server using an API key (Beta) You can connect an AI assistant that doesn’t support OAuth to the Sigma MCP server by authenticating with an API key or access token. For more information, see [Use the Sigma MCP server](/docs/use-sigma-mcp-server#connect-an-ai-assistant-to-the-sigma-mcp-server-with-an-api-key-beta). ### Custom element names in the code representation of a workbook (Beta) Custom element names are now supported in the code representation of a workbook. For more information on retrieving, creating, or updating a workbook from a code representation, see [Manage workbooks as code](/docs/manage-workbooks-as-code). ### Omit workbook table styles from exports The following endpoints now include an `ignoreWorkbookFormatting` option. Set it to `true` to omit workbook table styles from Excel and Google Sheets exports. * [Export a workbook](/reference/send-workbook) (`POST /v2/workbooks/{workbookId}/send`) * [Add workbook schedule](/reference/post-workbook-schedule) (`POST /v2/workbooks/{workbookId}/schedules`) * [Update a workbook schedule](/reference/update-workbook-schedule) (`PATCH /v2/workbooks/{workbookId}/schedules/{scheduleId}`) ### Schedule report email bursts through the API (Beta) The [Add report schedule](/reference/add-report-schedule) (`POST /v2/reports/{reportId}/schedules`) and [Update a report schedule](/reference/update-report-schedule) (`PATCH /v2/reports/{reportId}/schedules/{scheduleId}`) endpoints now support scheduling report email bursts. Split exports by list values controls and send each export to a shared recipient list or to recipients resolved from a report table. Email bursts aren’t available for trial organizations. ## Admin ### Allow users with a Build license to run workbooks as a service account The **Run workbooks as service account** account type permission is now available to allow workbook owners to run queries for their workbooks with the connection service account instead of each user's OAuth credentials. The permission requires a Build license. For more details, see [Account type permission availability matrix](/docs/account-type-and-license-overview#account-type-permission-availability-matrix). If an OAuth connection has no service account configured, queries on that connection fail. For more information, see [Run a workbook with service account credentials](/docs/run-a-workbook-with-service-account-credentials). ### Connect to MotherDuck (Beta) Sigma now supports connections to MotherDuck. For more information, see [Connect to MotherDuck (Beta)](/docs/connect-to-motherduck). ### New model used for Amazon Bedrock AI provider If you use Amazon Bedrock as your AI provider, Sigma now uses Claude Sonnet 5 as the LLM. For more details, see [Supported AI models](/docs/supported-ai-models). ### Sigma CLI v1.3.0 You can upgrade Sigma CLI to v1.3.0 by running `brew upgrade sigma-computing-cli`. The following changes are available after updating: * If `SIGMA_BASE_URL`, `SIGMA_CLIENT_ID` and `SIGMA_CLIENT_SECRET` are set in your shell, they no longer silently override the profile you pick with `-p`. They still apply over your default profile and when no profile is saved. * `sigma auth status` now shows the source of your credentials. * `sigma auth login -p NAME` re-authenticates the stored profile instead of checking environment variables. * The `sigma api schema` and `sigma api list-prefixes` commands no longer require credentials. * Updated the TLS and async libraries to pick up published fixes. * Building the Sigma CLI from source now requires Rust 1.89+. For more information, see [Sigma CLI](/docs/sigma-cli). ## Functions and calculations ### Structured arrays (GA) You can create structured arrays that are aware of the data type of their contents. This allows for accurate type checking and lets you use values from an array without converting their data type. For more information, see [Create structured arrays](/docs/create-structured-arrays-in-sigma). ## Performance ### Schedule materializations for workbook elements (GA) Scheduling materialization for elements in workbooks is now generally available. For more information about how to use materialization schedules to improve performance, see [About materialization](/docs/materialization) and [Schedule materialization for a data model or workbook](/docs/schedule-materialization-for-a-data-model-or-workbook). ## Workbook elements ### Grid lines preserved in Google Sheet and Excel exports Grid line table style settings are now preserved in exports to Google Sheets and Excel formatted exports. See [Grid lines](/docs/format-and-customize-a-table#grid-lines). ## Workbook features ### Dynamic file naming for all export destinations (Beta) You can now name individual attachments in exports, as well as use dynamic text in these file names. See [Send or schedule workbook exports](/docs/send-or-schedule-workbook-exports) for steps for each export destination. ### Ignore table style formatting in Google Sheets and Excel exports By default, workbook exports to [Google Sheets](/docs/export-to-google-sheets) and Excel formatted exports to other destinations preserve the [table styling](/docs/customize-table-styles) you have configured in your workbook. If you want the exported tables to have no styling, use the **Ignore workbook formatting** option available in the export modal. ### Swap data model sources for an agent When you tag a workbook version that contains an agent, you can now swap the data models used as sources by the agent. For more details, see [Tag a workbook, data model, or report version](/docs/tag-a-document-version). ## Bug fixes and improvements * Added guidance to help Sigma agents resolve errors so that agents use action tools more effectively. * Deleted agents now show on the **Agents** page in Administration. * Previously, valid OpenAPI 3.1.0 specifications could fail to resolve when creating an API connector from an [OpenAPI specification](/docs/configure-api-credentials-and-connectors-in-sigma#import-an-openapi-specification). Now, they resolve and can be used to import and select endpoints for an API connector in Sigma. * Tenants created in aws-ch: AWS Switzerland (Zurich), aws-in: AWS India (Mumbai), or gcp-uk: GCP UK were instead created in the same region as the parent organization. * Users in a securely embedded workbook now see a modal to **Update your saved view**, letting users fix custom view conflicts.