Reduce dropout. Boost retention. Succeed.

AI-powered insights and automation help institutions prevent student attrition, improve retention, and streamline academic operations.

group discussion around technology (for a consumer apps)

Reduce dropout. Boost retention.AI-powered student success tools

Proactively identify risks and automate interventions to keep students engaged and enrolled. Streamline operations and maximize institutional outcomes.

Predictive analytics for early alerts

image of students in a classroom

Automated multichannel communication

a person analyzing data charts (for a social media and communication)

Specialized academic support workflows

image of consultant advising a business

Actionable insights for decision makers

<subject>[interface] screenshot of collaboration interface (for a productivity tools business)</subject>
Early risk detection

Predict student dropout risk fast

Leverage AI to identify at-risk students early. Enable timely interventions and reduce attrition with actionable insights.

Automated communication

Engage students automatically

Deliver personalized, multichannel messages to students and staff. Streamline outreach and boost response rates effortlessly.

Specialized support

Expert guidance for retention

Access dedicated academic advisors for targeted support. Improve student outcomes with professional intervention strategies.

Actionable analytics

Data-driven retention strategies

Monitor key metrics and trends in real time. Make informed decisions to maximize student retention and institutional success.

image of educational programs in action[interface] image of software interface on a desktop (for an ai fintech company)image of property management in action [tenant meeting scene]image of classroom lecture on ai

Trusted by leading institutions

See how our platform drives real results for academic retention and student success.

“With automated alerts and personalized support, we reduced dropout rates by 18% in one semester.”

[headshot] image of customer (for a bakery)
Taylor Kim
Academic Success Director

“The AI-driven insights enabled timely interventions, improving our student engagement significantly.”

[headshot] image of customer (for a trucking company)
Jordan Patel
Retention Coordinator

“Ed Machina streamlined our communication, saving our team hours each week and boosting re-enrollments.”

[headshot] image of customer (for a modern restaurant)
Morgan Lee
Student Services Manager
FAQ

Answers for your institution’s success

Find clear, concise answers to common questions about our platform, academic retention, and how we support your institution’s goals.

How does the platform reduce dropout?

Our AI identifies at-risk students early, enabling timely interventions and personalized support to improve retention rates and academic outcomes.

What communication channels are supported?

We automate outreach across email, SMS, and in-app messaging, ensuring students receive timely, relevant information on their preferred channels.

Is onboarding and support included?

Yes. Our team provides dedicated onboarding and ongoing expert support to ensure seamless integration and continued success for your institution.

How is ROI measured?

We track key metrics like re-enrollment rates, operational efficiency, and student engagement, providing clear data to demonstrate your return on investment.

Flexible plans for every institution

Reduce dropout. Boost retention.

AI-driven insights and automation for proactive student success. Empower your institution to act early and improve academic outcomes.

image of educational programs in action