Schedule DataRobot data disparity analysis
Keep fairness and segment checks part of the regular model review rhythm.
Trigger
Recurring schedule
Notis starts this workflow on a schedule, such as daily, weekly, or during business hours.
Action
Create Data Disparity Insights
Tool to start data disparity insight calculations for a DataRobot model. Use when you need to analyze data disparity between two classes for a specific feature. The calculation is asynchronous; poll the returned location URL to check job status and retrieve results.
Why this helps
Disparity analysis is easy to postpone until a review deadline is close.
- Run recurring disparity checks
- Surface segment differences earlier
- Keep analysis results on a predictable cadence
Setup
Build it in a few focused steps.
- 1Connect DataRobot in Notis once.
- 2Create an automation identifying the model, feature, and comparison classes to analyze.
- 3Choose a Notis recurring schedule trigger.
- 4Pick the report channel and test with one immediate run.
Questions about this workflow
What does the analysis compare?
It calculates disparity insights between two classes for a specified feature and model.
Is the result immediate?
No. The calculation is asynchronous and returns a status location for follow-up.
When this happens · Trigger
Do this · Action
Supported Triggers and Actions
Notis builds workflows that link Pipedrive to Datarobot. A trigger fires from one place; an action lands in another.
Pipedrive 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.
New Deal Received Trigger
Triggered when a new deal is created in Pipedrive
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.
New Note Received Trigger
Triggered when a new note is created in Pipedrive
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.
New Organization Received Trigger
Triggered when a new organization is created in Pipedrive
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.
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.
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.
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.
Pipedrive and Datarobot, or any other combination from 1,000+ integrations.
When this happens · Trigger
Do this · Action
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