Education SolutionsUnderstand student engagement and emotional states with real-time analytics that help educators improve teaching effectiveness.Addressing Student Social and Emotional NeedsEducators in live and recorded sessions face the challenge of reading 20–30 students simultaneously. Mental Edge makes that possible at scale — surfacing confusion spikes, disengagement, and anxiety patterns that would otherwise go unnoticed until a student falls behind.Enhancing Situational Awareness in the ClassroomWhen a student's facial expressivity shows sustained AU4 elevation (cognitive strain or distress) alongside declining AU6 (enjoyment), it is an early signal of confusion or frustration. Mental Edge surfaces these patterns in real time so educators can intervene with a check-in or pace adjustment before the student disengages completely.Key Features

Real-Time Feedback — See engagement and emotional state for each student as the lesson unfolds.

Teacher Development — Give instructors objective data on which lesson segments lose the class.

Counseling Support — Flag persistent distress patterns for follow-up by school counselors.

Curriculum Assessment — Measure which content drives genuine curiosity versus passive compliance.

Practical Uses

Real-time engagement feedback during live instruction.

Post-session review of recorded classes to identify low-engagement segments.

Teacher development — compare emotional engagement across different instructors for the same content.

Counseling support — surface students showing persistent distress patterns across multiple sessions.

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