Make model drift easier to triage
Turn monitoring output into a GitHub queue your team can read at a glance.
Trigger
Recurring schedule
Notis starts this workflow on a schedule, such as daily, weekly, or during business hours.
Action
Add labels to an issue
Add labels to a repository issue.
Why this helps
Model monitoring creates technical findings, but each one still needs manual interpretation and sorting.
- Creates a shared language for drift incidents
- Speeds up prioritization of model work
- Makes recurring patterns easier to notice
Setup
Build it in a few focused steps.
- 1Connect Databricks and GitHub to Notis once through the portal.
- 2Ask Notis to review scheduled model drift results and label matching GitHub issues with the model, drift category, and urgency.
- 3Select a daily cron trigger and the channel for run summaries.
- 4Test with one recent drift result and inspect the resulting labels.
Questions about this workflow
Can labels be created if they do not exist?
GitHub's label action can create labels that are not already present.
Can this cover multiple models?
Yes. Include the model names and the labeling convention in the plain-language instruction.
When this happens · Trigger
Do this · Action
Supported Triggers and Actions
Notis builds workflows that link Databricks to GitHub. A trigger fires from one place; an action lands in another.
Databricks triggers
GitHub actions
Recurring trigger
Notis starts this workflow on a schedule, such as daily, weekly, or during business hours.
Accept a repository invitation
Accept a pending repository invitation.
Webhook trigger
Notis starts this workflow when an external tool or custom backend sends an HTTP request.
Abort Repository Migration
Aborts a queued or ongoing repository migration.
Add email for auth user
Add email addresses to your account.
Add app access restrictions
Allow apps to push to a protected branch.
Add a repository collaborator
Add a user as a repository collaborator or update their access.
Add field to user project
Adds a custom field to a user-owned project.
Add a repository to an app installation
Grant an app access to a repository.
Add item to user project
Adds an issue or pull request to a user-owned project.
Connect any two apps with Notis in the middle.
Databricks and GitHub, or any other combination from 1,000+ integrations.
When this happens · Trigger
Do this · Action
Save your first hour today.
7-day trial of any paid plan, with 20$ of usage included.
No card. Works with personal or business GitHub.