Boom AI is an AI-native student retention platform that detects at-risk students early, automates personalized interventions, and provides real-time retention analytics for colleges and universities.

How does Boom AI increase student retention?

Boom AI uses machine learning to detect behavioral signals of at-risk students weeks before they drop out, then triggers automated outreach and interventions to keep them engaged.

Does Boom AI work with my SIS and LMS?

Yes, Boom AI integrates with Banner, Colleague, Canvas, Blackboard, and other major student information systems and learning management systems.

Blog | Student Retention AI for Community Colleges | Boom AI

Blog Retention Strategies2026 on Student Retention AI for Community Colleges | Boom AI. Boom AI helps community colleges increase student retention with an AI-p

Data types

Intervention
Course
DataUpload
BlogPost
StudentSignal
RiskScore
Message
Case
AcademicAction
AgentLog
Campus
EngagementScore
RetentionScore
Appointment
Referral
CampaignLog
SystemDecision
ActivityTimeline
Escalation
SystemAlert
DataQualityFlag
LMSActivityLog
AttendanceRecord
Milestone
SupportResource
RetentionPipeline
CampusConfig
Advisor
Students
Interaction
Student
NavigatorBriefing
PipelineEvent