How Ivy Tech Community College Uses AI Predictive Analytics to Identify At-Risk Students Early

By: GoBeyond Team
July 3, 2025
3 min read
Ivy Tech AI early warning system dashboard

Quick Overview

Ivy Tech Community College deployed AI-driven predictive analytics to analyze course data and identify students at risk of failing within the first two weeks, enabling targeted interventions that improved student success.

Ivy Tech Community College
Ivy Tech Community College
Company Size
~30,000 students
Revenue Range
Public community college
Primary Challenge
Early identification and support of at-risk students to reduce failure rates
Key Metrics
\- 98% of at-risk students improved to at least a C grade\- 3,000 students saved from failing in one semester

The Problem

Lack of early warning systems delayed interventions, increasing failure rates.

The Solution

Used AI predictive analytics to monitor early course performance and flag at-risk students for timely support.

Results

\- Dramatically reduced failure rates\- Improved student retention and success\- Enabled targeted academic interventions

Details

Industry
Education & EdTech
Departments
Education & Learning
Data & Analytics
Use Cases
Skill Development
Course Creation
Tags
Machine Learning
Predictive Modeling
Enhanced Decision-Making
Improved Accuracy
Educators
AI Tools Used
No items found.
Sources
https://digitaldefynd.com/IQ/ai-in-schools-case-studies/

More Case Studies

See All
How Mortenson Construction Improved Project Efficiency by 38% Using Doxel’s AI-Powered Construction Progress Tracking
Real Estate
How Bloomfire Enhanced Knowledge Management and Employee Experience with AI
Technology & SaaS
How Intesa Sanpaolo Built Its Democratic Data Lab with Google Cloud to Enhance Risk Management and Democratize Data Access
Finance & Banking
How Zapier Boosted Remote Team Collaboration with AI-Driven Internal Chat System
Technology & SaaS
How RBC Wealth Management Digitally Transformed Client Onboarding with Low-Code Automation
Finance & Banking
How Stick Shift Driving Academy Increased Organic Traffic by 72% and Inbound Calls by 120% Using MarketMuse AI
Education & EdTech

🤖 Chat with AI

Type...