Put batch monitoring on a steady cadence
Make performance and drift checks easier to remember by starting a monitoring job on a set schedule.
Trigger
Recurring schedule
Notis starts this workflow on a schedule, such as daily, weekly, or during business hours.
Action
Create Batch Monitoring Job
Create an asynchronous batch monitoring job to track model performance and data drift.
Why this helps
Monitoring can slip when it competes with the next urgent task on a founder's list.
- Start monitoring jobs on a predictable schedule.
- Reduce manual follow-up for model performance checks.
- Route run reports to a channel your team already checks.
Setup
Build it in a few focused steps.
- 1Connect ActiveMerge and DataRobot once in Notis.
- 2Create an automation and describe the existing deployment and batch monitoring settings to use.
- 3Choose a Notis recurring schedule trigger.
- 4Select a report channel for run updates.
- 5Test with one real deployment and monitoring configuration.
Questions about this workflow
Does ActiveMerge need to generate a file for this workflow?
The listed action creates a monitoring job in DataRobot. Any required monitoring inputs or configuration must already be available there.
Does this define a reusable schedule in DataRobot?
No. It creates a monitoring job. Use the separate job definition action when you need a reusable definition.
When this happens · Trigger
Do this · Action
Supported Triggers and Actions
Notis builds workflows that link ActiveMerge to Datarobot. A trigger fires from one place; an action lands in another.
ActiveMerge triggers
Datarobot actions
Recurring trigger
Notis starts this workflow on a schedule, such as daily, weekly, or during business hours.
Add Users to Group
Add one or more existing users to a user group.
Webhook trigger
Notis starts this workflow when an external tool or custom backend sends an HTTP request.
Add User to Organization
Add a user to an existing organization.
Analyze Dataset Definition
Start an analysis job to retrieve a dataset’s metadata, schema and statistics.
Archive Model Package
Archive a model package that is no longer in active use.
Build Java Scoring Code Package
Start an asynchronous build of a Java JAR scoring package for a deployment.
Cancel Notebook Job
Immediately cancel a running or queued notebook job; this cannot be undone.
Cancel Project Job
Cancel a pending project job.
Check Project Status
Check a project’s status and progress.
Connect any two apps with Notis in the middle.
ActiveMerge and Datarobot, or any other combination from 1,000+ integrations.
When this happens · Trigger
Do this · Action
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