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On-premise users: click in-app to access the full platform documentation for your version of DataRobot.

Deployment reports

Ongoing monitoring reports are a critical step in the deployment and governance process. DataRobot allows you to download deployment reports from MLOps, compiling deployment status, charts, and overall quality into a shareable report. Deployment reports are compatible with all deployment types.

Generate a deployment report

To generate a report for a deployment, select it from the Deployments inventory, navigate to the Monitoring > Reports tab and click Generate report now:

In the Settings for report generation panel, select the Model, Date range, and Date resolution, then click Generate report:

When the report generation is finished, click the view icon to open the report in your browser or the download icon to open it locally:

Schedule deployment reports

In addition to manual creation, DataRobot allows you to manage a schedule to generate deployment reports automatically. To schedule report generation for a deployment, select the deployment from the Deployments inventory and navigate to the Settings > Notifications tab. Scroll down to the Deployment reports section and click + Create new report schedule:

In the report panel, configure the Report Schedule (UTC) and Report Contents and Recipients:

Advanced scheduling

For more granular scheduling controls, you can click Use advanced schedule.

After defining the report schedule and recipients, click Save report schedule. The reports automatically generate at the configured dates and times. The generated report appears on the Monitoring > Reports tab.

You can edit or delete the report schedule from the list:

Updated April 3, 2024