Investigate data disparity linked to a security review
Route a review request into a DataRobot disparity analysis when it includes the model and feature details needed to run one.
Trigger
Webhook received
Notis starts this workflow when an external tool or custom backend sends an HTTP request.
Action
Create Data Disparity Insights
Start an asynchronous calculation of data disparities between two classes for a feature.
Why this helps
A specific fairness or class disparity question can be lost while a team gathers the details and starts analysis manually.
- Start a targeted disparity calculation from a review request.
- Keep analysis tied to the incoming signal that raised the question.
- Reduce manual setup when the necessary model details are already known.
Setup
Build it in a few focused steps.
- 1Connect Abuselpdb and DataRobot once in the Notis portal.
- 2Create an automation in Automations, New Automation, and name it.
- 3Tell Notis to start a disparity insight calculation using the model, feature, and class details in the request.
- 4Pick the webhook trigger and choose where run reports should go.
- 5Test with valid references and check the asynchronous calculation status.
Questions about this workflow
What details are needed?
The action needs a DataRobot model and the feature and class information for the comparison. Include those in the webhook data or instruction.
Are results available immediately?
No. The calculation is asynchronous; use the returned location URL to monitor it.
When this happens · Trigger
Do this · Action
Supported Triggers and Actions
Notis builds workflows that link Abuselpdb to Datarobot. A trigger fires from one place; an action lands in another.
Abuselpdb 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.
Abuselpdb and Datarobot, or any other combination from 1,000+ integrations.
When this happens · Trigger
Do this · Action
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