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 H&M Uses AI Agents to Optimize Customer Engagement and Drive Sales Performance
Retail & E-commerce
How Quantzig Built an AI-Powered Decision Dashboard to Streamline Insights and Improve Executive Decision-Making for a Leading Pharma Giant
Healthcare & Medical
How BMW and Accenture Use Generative AI to Accelerate Decision-Making and Optimize Operations
Finance & Banking
How Ford Uses Machine Learning to Optimize Campaign Targeting and Double Conversions
Manufacturing
How Slaughter and May Uses Luminance AI to Accelerate Due Diligence and M&A Transactions
Legal
How Bella Santé Uses Tidio’s Lyro AI Agent to Automate Support and Boost Sales and Leads
Healthcare & Medical

🤖 Chat with AI

Type...