Define monitoring for new leave data
Make new workforce events part of a repeatable model monitoring plan.
Trigger
Worker Leave of Absence Created
Triggers when a new leave of absence record is created for a worker. This trigger monitors a specific worker's leaves of absence and detects when new leave records appear (e.g., when a leave is initiated/recorded). Uses snapshot-based diffing to compare leave record IDs between polls.
Action
Create Batch Monitoring Job Definition
Tool to create a Batch Monitoring job definition for tracking deployment performance and data drift. Use when you need to set up scheduled or manual monitoring jobs for a DataRobot deployment.
Why this helps
New leave data can expose drift or performance issues, yet monitoring definitions are often configured later or forgotten.
- Standardize monitoring setup for new data streams
- Reduce delayed drift checks
- Keep deployment oversight repeatable
Setup
Build it in a few focused steps.
- 1Connect Workday and DataRobot once in Notis.
- 2Create an automation instructing DataRobot to create a batch monitoring job definition using the deployment, data source, and schedule details you provide.
- 3Pick Workday's Worker Leave of Absence Created trigger.
- 4Select a report destination and test with one new leave record.
Questions about this workflow
Can DataRobot infer the schedule?
No. Provide the required schedule and monitoring configuration in your instruction.
Does this run predictions?
It creates the monitoring definition; launching a job is a separate action.
When this happens · Trigger
Do this · Action
Supported Triggers and Actions
Notis builds workflows that link Workday to Datarobot. A trigger fires from one place; an action lands in another.
Workday triggers
Datarobot actions
Recurring trigger
Notis starts this workflow on a schedule, such as daily, weekly, or during business hours.
Add Users to Group
Tool to add one or more users to a DataRobot user group by groupId. Use when you have a valid groupId and want to add existing usernames. Limit 100 users per request.
Webhook trigger
Notis starts this workflow when an external tool or custom backend sends an HTTP request.
Add User to Organization
Tool to add a user to an existing organization. Use when you have an organizationId and wish to add or create a user within it.
Absence Balance Changed
Triggers when a worker's absence balance changes. This trigger monitors a specific worker's absence plan balance and detects any changes to the balance details including quantity available, effective date, position, or other related fields. Uses snapshot-based diffing to detect meaningful changes.
Analyze Dataset Definition
Tool to analyze a dataset definition by ID. Use when you need to trigger an analysis job that retrieves dataset metadata, schema, and statistics.
Balance Details Changed
Triggers when details of a specific balance change (quantity, accruals, adjustments, etc.). This trigger monitors a specific worker's absence plan balance and detects any changes to the balance details including quantity available, effective date, position, or other related fields. Uses snapshot-based diffing to detect meaningful field changes.
Archive Model Package
Tool to archive a DataRobot model package. Use when you need to archive a model package that is no longer actively used.
Interview Feedback Submitted or Updated
Triggers when interview feedback is submitted or updated for a specific interview. This trigger monitors a specific interview and fires when new feedback entries are detected or existing feedback is modified.
Build Java Scoring Code Package
Initiates an asynchronous build of a Java JAR package containing DataRobot Scoring Code for a deployment. The JAR can be executed locally for predictions or used as a library in Java applications. Use after confirming the deployment is active and supports scoring code. Poll the returned statusId or location URL to track build progress.
Job Posting Changed
Triggers when a specific job posting's details change (title, status, posting dates, location, etc.). This trigger monitors a single job posting and fires when any of its fields are modified.
Cancel Notebook Job
Tool to cancel a running or pending notebook job execution. Use when you need to stop a notebook job that is currently executing or queued. The cancellation is immediate and cannot be undone.
Job Posting Questionnaire Changed
Triggers when a job posting's candidate questionnaire is added or changed. This trigger monitors a specific job posting's questionnaires and detects any changes including additions, removals, or modifications to questionnaires and questions. Uses snapshot-based diffing to detect meaningful changes.
Cancel Project Job
Tool to cancel a pending job for a project. Use when you need to stop a queued or running job after confirming its ID.
New Absence Balance
Triggers when a new absence balance record becomes available for a worker. This trigger monitors a specific worker's absence balances and detects when new balance records appear (e.g., a new plan/bucket becomes available). Uses snapshot-based diffing to compare balance record IDs between polls.
Check Project Status
Tool to check the status of a DataRobot project. Use after creating or loading a project to monitor its stage and Autopilot completion.
Connect any two apps with Notis in the middle.
Workday and Datarobot, or any other combination from 1,000+ integrations.
When this happens · Trigger
Do this · Action
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