Start batch monitoring when a deployment needs attention
Turn a monitoring decision into a DataRobot batch monitoring job without another round of manual setup.
Trigger
Webhook received
Notis starts this workflow when an external tool or custom backend sends an HTTP request.
Action
Create Batch Monitoring Job
Create an asynchronous batch monitoring job to track model performance and data drift.
Why this helps
Monitoring follow-up can slip when it depends on someone remembering to start the job after a review.
- Turn a review decision into an active monitoring job.
- Keep deployment monitoring follow-up attached to the review.
- Reduce manual reminders to start monitoring.
Setup
Build it in a few focused steps.
- 1Connect Ai ml api and Datarobot once in the Notis portal.
- 2Create a named automation in Automations, New Automation.
- 3Describe when to create a batch monitoring job and provide the deployment context in the request.
- 4Choose the webhook trigger and select where run reports should go.
- 5Test with one real deployment and confirm the job is created.
Questions about this workflow
What does the job monitor?
It tracks model performance and data drift on batch predictions.
Does job creation finish immediately?
The job is created asynchronously and returns a job ID.
When this happens · Trigger
Do this · Action
Supported Triggers and Actions
Notis builds workflows that link Ai ml api to Datarobot. A trigger fires from one place; an action lands in another.
Ai ml api 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.
Ai ml api and Datarobot, or any other combination from 1,000+ integrations.
When this happens · Trigger
Do this · Action
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