Skip to content

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

Notifications tab

DataRobot provides automated monitoring with a notification system. You can configure notifications to alert you when service health, data drift status, model accuracy, or fairness values exceed your defined acceptable levels. Notifications can trigger in-app alerts, emails, and webhooks. They are off by default but can be enabled by a deployment owner in the deployment settings. Keep in mind that notifications only control whether emails are sent to subscribers. If notifications are disabled, monitoring of service health, data drift, accuracy, and fairness statistics still occurs. By default, these notifications occur in real time for your configured status alerts, allowing your organization to quickly respond to changes in model health, without waiting for scheduled health status notifications; however, you can choose to send notifications on the monitoring schedule.

Note

A deployment consumer only receives a notification when a deployment is shared with them and when a previously shared deployment is deleted. They are not notified about other events.

To set the types of notifications you want to receive and how you receive them:

  1. In the Deployments inventory, open a deployment and click the Notifications tab.

  2. Under Personal notification preferences select one of the following:

    Setting Description
    Notify me about all deployment activity Receive notifications for green/yellow/red status changes, model replacement, etc.
    Notify me about only critical deployment activity Receive notifications for green/yellow/red status changes.
    Do not notify me Do not receive notifications.
  3. (Optional) By default, notifications are sent in real time. To receive notifications on a schedule, disable Real-time notifications:

  4. Click Save to apply these notification settings.

    Monitoring policy definitions are located on the deployment settings pages, and your control over those settings depends on your deployment roleowner or user. Both roles can set personal notification settings; however, only deployment owners can set up schedules and thresholds to monitor the following:

    Notifications are delivered as emails and must be set up for each deployment you want to monitor.

Tip

You can also schedule deployment reports on the Notifications tab.


Updated February 2, 2024