AristAI • SAP Early Warning & Coaching

Spot SAP risk early and build a recovery path.

Estimate SAP risk using GPA, pace, attendance, and engagement proxies. Generate a 7-day learner recovery plan and advisor-facing interventions before Pell eligibility is at risk.

SAP Risk Inputs

Institution-style proxies for pace, GPA, attendance, and learner behavior.

Current GPA

Attempted Credits

Completed Credits

Attendance Proxy

Assignment Submission Proxy

Engagement Proxy

SAP Early Warning Result

Risk estimate, coaching plan, and advisor support suggestions.

No SAP assessment yet

Enter learner risk signals above and generate the early warning result.