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Predict Key Outcomes With Your Student Data

Student Analytics Lab uses research-backed analyses to identify where support is needed across students, teachers, and schools. From increasing graduation rates to reducing teacher burnout, our platform helps you make decisions grounded in proven insights.

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The Power of Prediction for Your District

What if you could predict which students need help before they fall behind or which teachers might be heading toward burnout? Our proven predictive analytics platform connects decades of educational research with your district’s data, giving you the power to act early and drive better outcomes.  

Case Study Read the full story

“We are using Frontline’s Student Analytics Lab, specifically the early warning system, to really take advantage of individualizing and tailoring our supports instructionally for each one of our children.”

Dr. Josh Tremont
— Executive Director of Curriculum, Chapel Hill ISD

Research-Backed Predictive Analytics for K-12 Success 

Student Success  

Don’t just analyze warning signs in isolation. Our proven ABC framework—Attendance, Behavior, and Course Performance—is backed by decades of peer-reviewed research linking these factors directly to student dropout. By connecting chronic absenteeism, behavioral patterns, and course failures, the model pinpoints students most at-risk.  

Teacher Retention & Wellbeing  

Protect your most valuable asset—your teachers. Identify burnout early with research-backed indicators that help you recognize warning signs before they affect your classrooms. By leveraging data-driven insights, you can make proactive changes—like adjusting workloads, providing additional support, or offering professional learning opportunities. Empower your team to thrive, reduce turnover, and create a healthier, more sustainable work environment 

 

College and Career Readiness

Ensure every student is prepared for their next step by analyzing their progress against research-based readiness indicators. Analyze data at the district, school, and grade levels with ease, filtering by characteristics like gender, race, special education, or English learner status to track progress across different groups. Track key milestones, identify gaps, and ensure every student is progressing toward real-world readiness. 

The Research Behind Our Analytics 

Student Success

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Teacher Retention

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College & Career Readiness

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Your Story, In Focus: From District Trends to Individual Performance

Start with the big picture, then drill down to the insights that drive improvement. Our comprehensive analytics dashboard puts powerful data at your fingertips:  

Attendance

Spot attendance trends and identify chronic absenteeism early—filtered by school, grade, or time period to target support where it matters most.

Behavior

Understand disciplinary patterns across your district, identify emerging concerns, and implement proactive solutions before they escalate.

Coursework

Monitor academic progress without the data lag. Pinpoint courses with high failure rates and target interventions to boost student achievement across all subjects.

Assessments

Evaluate multi-year performance trends, measure the impact of curriculum changes, and drive continuous improvement with data-backed decisions.

From data to decisions: Expert guidance at every step

With Student Analytics Lab, you’re never alone. Our dedicated Analytics Advisors partner with your district to ensure success—from data setup to interpretation. With tailored guidance, you can turn your data into smarter decisions, more effective interventions, and stronger outcomes for students and teachers alike.  

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Using Research-Backed Data to Drive Student Success and Boost Teacher Retention 

Learn how to monitor students and staff in real time, so you can drive student success and boost teacher retention.
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Ready to Empower Your District with Predictive Insights? 

Learn how districts like yours are improving student and teacher success with analytics.