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

By: GoBeyond Team
July 27, 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 Fluor Corporation Uses AI for Real-Time Workforce Management and Reporting
Construction
How Mortenson Construction Improved Project Tracking and Efficiency with Doxel’s AI-Powered Construction Progress Platform
Real Estate
How Coursebox Provides 24/7 AI Tutoring for Personalized Employee Upskilling
Technology & SaaS
How Vinci Construction Reduced Document Search Time by 30% and Improved Compliance with AI
Construction
How Typeface Uses Microsoft Azure OpenAI Service to Accelerate Personalized Content Creation at Scale
Technology & SaaS
How The Serafen Group Reduced Staffing Costs by 40% Using ZyraTalk’s AI Chat for Order Handling
Retail & E-commerce

🤖 Chat with AI

Type...