Predict Which Students Will Miss Deadlines
Deadline Panic Predictor analyzes submission patterns, course engagement, and external signals to surface at-risk students before it's too late — so you can intervene early and boost outcomes.
Get Started — $14/moCancel anytime. No contracts.
ML Risk Scoring
scikit-learn models trained on submission history flag students before deadlines pass.
Automated Interventions
Trigger email nudges, advisor alerts, or LMS messages based on risk thresholds.
LMS Integration
Connects to Canvas, Moodle, and Blackboard to pull data automatically.
Simple Pricing
Educator Plan
- ✓Unlimited student profiles
- ✓Real-time deadline risk dashboard
- ✓Automated intervention workflows
- ✓LMS API integrations
- ✓CSV / manual data upload
- ✓Email support
FAQ
How does the prediction model work?
We use scikit-learn models trained on historical submission timing, login frequency, assignment view counts, and grade trends to generate a risk score for each student per assignment.
Do I need to connect my LMS?
No. You can upload a CSV of student data manually. LMS integrations with Canvas, Moodle, and Blackboard are available for automated syncing.
Is student data kept private?
Yes. All data is encrypted at rest and in transit. We never share or sell student data. You can delete all data at any time from your dashboard.