Capture Confluence review comments in DataRobot
Keep technical feedback with the model or deployment it affects instead of splitting review context across tools.
Trigger
New Inline Comment Added to Page
Triggers when a new inline comment is added to a Confluence page.
Action
Create Comment
Tool to create a comment on a DataRobot entity (deployment, use case, model, catalog, etc.). Use when you need to add notes, feedback, or documentation to DataRobot objects.
Why this helps
Review comments disappear from the operational record when they stay only in documentation.
- Preserves decision context
- Reduces duplicate note taking
- Improves review traceability
Setup
Build it in a few focused steps.
- 1Connect Confluence and DataRobot once.
- 2Create an automation for review feedback capture.
- 3Tell Notis to create a DataRobot comment containing the inline comment, page link, and related entity when identifiable.
- 4Pick New Inline Comment Added to Page, choose the report channel, and test with one comment.
Questions about this workflow
Where will the comment be added?
Your instruction should identify the related DataRobot entity or explain how Notis should report when it cannot identify one.
Can comments be filtered?
Yes. Describe which comment topics or labels should be handled.
When this happens · Trigger
Do this · Action
Supported Triggers and Actions
Notis builds workflows that link Confluence to Datarobot. A trigger fires from one place; an action lands in another.
Confluence 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 Attachment Added
Triggers when a new attachment is uploaded to a Confluence page. Optionally filters by media type.
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.
Blog Post Added to Label
Triggers when a new blog post is added to a specific label in Confluence.
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.
Blogpost Inline Comment Added
Triggers when a new inline comment is added to a Confluence blog post.
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.
Blog Post Like Count Changed
Triggers when a Confluence blog post's like count changes (someone likes or unlikes).
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.
Blog Post Updated
Triggers when a Confluence blog post is updated (any edit that creates a new version).
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.
Content Restrictions Changed
Triggers when view or edit restrictions change on a Confluence page or blog post. Detects user/group restrictions being added, removed, or modified.
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.
Confluence and Datarobot, or any other combination from 1,000+ integrations.
When this happens · Trigger
Do this · Action
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