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EvioraxAI Observer
AI Observer · Classrooms

See the classroom,
not the student.

AI Observer reads a room the way a good teacher does — attention, engagement, energy — as one whole. No individual is ever tracked. Where classrooms become intelligent.

Thirty seats. One signal. Nothing else leaves the room.

The Reading

Forty minutes,
read honestly.

Every session, Observer follows four signals across the whole period — and only the whole. Here is one Tuesday, 3rd period, as the instrument saw it.

PERIOD 3 · 22:00ATTENTION 58ENGAGEMENT 48DISTRACTION 30INTERACTIVITY 58
Warm-upNew conceptPracticeRecap
AttentionWhere the room's focus is, minute by minute.
EngagementPassive listening vs. active participation.
DistractionPhone drift and lost time, caught early — never attributed.
Teacher interactivityTalk-time balance, questioning rhythm, topic adherence.
010203040 MIN

Every value on this panel is a property of the room. None of them belongs to a person. Drag to read any minute.

Privacy, By Construction

Analytics, not surveillance.

Observer doesn't promise to protect what it collects. It's built so the sensitive thing is never made. Watch what happens to a single moment of class:

00 · THE ROOM

A camera sees a room.

DISCARDED
01 · SIGNALS, NOT PEOPLE

Postures become directions. Identity is never computed.

DISCARDED
02 · ONE MEASUREMENT

Thirty signals become one number.

03 · WHAT'S KEPT

The curve is stored. The room is forgotten.

Retained

Aggregate attention curves
Whole-class engagement
Class-level phone drift
Lesson-phase analysis
Teacher interaction patterns

Refused

Individual identification
Face recognition
Per-student scoring
Retained footage

If it can't be aggregated, it isn't collected.

What Arrives

Insight that shows up
without being asked.

No dashboards to babysit. Observer writes the brief itself — session summaries for teachers, weekly patterns for principals — and sends it where decisions get made.

WEEKLY TEACHING BRIEF · CLASS 8B · WEEK OF 14 JULY
  • Attention dipped in the 20–25 minute window on 4 of 5 days. Consider moving practice work earlier.
  • Question frequency up 18% this week. Engagement followed.
  • Topic adherence 94% — the syllabus and the room stayed together.
Generated automatically. Reviewed by no camera, ever.
Who Sees What

From staff room
to state department.

Teacher

Your 3rd period, Tuesday. Self-improvement insights, session by session.

Principal

Fourteen classrooms at one glance. School-wide patterns, no names attached.

Education Department NEP 2020

District-level rollout data, ready for policy.

1 ROOM → 1 SCHOOL → 1 DISTRICT

AI Observer

Make your classrooms
intelligent.

Pilot AI Observer in one classroom first. See the signal — and see what it refuses to see — for yourself.