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

By: GoBeyond Team
August 10, 2026
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 Beecker AI Streamlined Employee Onboarding with Custom Power Automate Solution
Technology & SaaS
How Skanska’s Project HALO Uses AI-Powered Robotics to Automate Labor-Intensive Construction Tasks
Construction
How Cognaize Uses AI to Automate Financial Data Extraction and Annotation with 99.9% Accuracy
Finance & Banking
How Hopin Uses AI for Enhanced Networking, Streaming, and Sentiment Analysis in Virtual Conferences
Hospitality & Tourism
How Caterpillar Inc. Reduced Equipment Failures and Improved Supply Chain Efficiency with AI
Manufacturing
How Lyzr Leveraged Surfer SEO to Boost Organic Traffic by 150% in 3 Months
Marketing & Advertising

🤖 Chat with AI

Type...