
Autonomous Student Success Agent
Google ADK · Gemini 3 Flash · MongoDB MCP Server · Arize Phoenix
Sense → reason → intervene → measure, all in one click
Each cycle improves students, so cohorts gradually leave the at-risk bucket. Reset between demo recordings to start from a fresh student cohort.
Scans student data to identify at-risk patterns
Gemini AI evaluates risk factors and creates plans
Automatically sends alerts and schedules interventions