Convert Discord approvals into DataRobot change requests
Move approved deployment changes into governance without retyping the review.
Trigger
Message Reaction Added
Triggered when a reaction (emoji) is added to a message in a monitored Discord channel.
Action
Create Change Request
Create a Change Request for a DataRobot deployment to enable governance workflows. Use when you need to request approval for deployment changes such as changing importance, replacing models, updating status, or deleting deployments. Change requests require approval from authorized reviewers before changes can be applied.
Why this helps
Approved changes stall when someone must recreate the request in another system.
- Moves approvals into governance
- Preserves decision context
- Reduces duplicate data entry
Setup
Build it in a few focused steps.
- 1Connect Discord and Datarobot in Notis once.
- 2Create an automation for approved deployment changes.
- 3Tell Notis to create a DataRobot change request using the deployment, requested change, and Discord discussion.
- 4Pick Message Reaction Added as the trigger and select the report channel.
- 5Test with one approved deployment change.
Questions about this workflow
What kinds of changes fit this workflow?
Use it for supported deployment changes such as model replacement, importance updates, status changes, or deletion requests.
Does the reaction itself approve the change?
It starts the DataRobot change request; normal DataRobot reviewers still control final approval.
When this happens · Trigger
Do this · Action
Supported Triggers and Actions
Notis builds workflows that link Discord to Datarobot. A trigger fires from one place; an action lands in another.
Discord 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 Discord Message Trigger
Polls a specific Discord channel for new messages.
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 Member Joined
Triggered when a new member joins a Discord server (guild) you manage.
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.
Message Reaction Added
Triggered when a reaction (emoji) is added to a message in a monitored Discord channel.
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.
New Thread Created
Triggered when a new thread is created in a Discord channel within a monitored server.
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.
Message Edited
Triggered when an existing message in a monitored Discord channel is edited.
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.
Discord and Datarobot, or any other combination from 1,000+ integrations.
When this happens · Trigger
Do this · Action
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