Early Alert Agent
Real-time student risk monitoring and automated intervention routing
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Deploy this agent
Zero upfront cost. We deploy free — you pay only when we deliver results.
Overview
The Early Alert Agent fuses signals from your LMS, SIS, attendance system, and financial-aid records into a single risk score for every enrolled student, updated continuously. It detects subtle disengagement patterns — declining LMS logins, missed assignments, GPA drift, financial holds, and advising no-shows — and routes appropriate interventions to the right person on your retention team. What used to require a weekly manual data pull becomes a real-time dashboard with audit-trailed actions, so no student falls through the cracks.
Integrations
Pulls from Canvas, Blackboard, Brightspace, Moodle (LMS); Banner, Workday, Colleague, PeopleSoft (SIS); attendance and financial-aid systems; Slate and TargetX for outreach routing.
Key Metrics Tracked
- Term-over-term retention rate
- Students flagged before midterm
- Intervention-to-resolution time
- Preventable withdrawals avoided
What deployment actually looks like
What you see on this page is a demo. Sample data. The shape of the work.
Agents earn their keep when they orchestrate actions on your data. That is what we build.
We take your proprietary data and wire up the automations and AI agents that run alongside your team.
End-to-end automated, or collaborative. You stay in the loop on the actions that matter. The work happens privately, inside your systems.