Carry a flagged model feature into DataRobot disparity analysis
Turn a review concern about a feature into a DataRobot disparity analysis request.
Trigger
Webhook received
Notis starts this workflow when an external tool or custom backend sends an HTTP request.
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
A flagged feature can require follow-up analysis, but the investigation may stall during a handoff between risk review and modeling tools.
- Start a targeted analysis from a review concern.
- Keep the reviewed feature and model in the investigation request.
- Reduce manual re-entry when opening an analysis.
Setup
Build it in a few focused steps.
- 1Connect 21risk and DataRobot once in the Notis portal.
- 2Create an automation in Automations, New Automation, and name it for disparity investigations.
- 3Tell Notis to start DataRobot data disparity insight calculations for the model and feature identified in the 21risk review.
- 4Choose a webhook trigger and choose where run reports should go.
- 5Test with one real model, feature, and valid analysis context.
Questions about this workflow
What does the analysis calculate?
The DataRobot action starts data disparity insight calculations between two classes for a specified feature and model. The calculation is asynchronous.
Does the action decide whether a disparity is acceptable?
No. It starts calculations; interpretation and any threshold or baseline should be supplied or reviewed by your team.
When this happens · Trigger
Do this · Action
Supported Triggers and Actions
Notis builds workflows that link 21risk to Datarobot. A trigger fires from one place; an action lands in another.
21risk triggers
Datarobot actions
Recurring trigger
Notis starts this workflow on a schedule, such as daily, weekly, or during business hours.
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Webhook trigger
Notis starts this workflow when an external tool or custom backend sends an HTTP request.
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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.
21risk and Datarobot, or any other combination from 1,000+ integrations.
When this happens · Trigger
Do this · Action
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