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DeepMind

Industries · Education

Safer campuses. Fairer classrooms. Honest exams.

AI for universities, schools and training institutes — classroom attendance, exam invigilation, campus safety, and an honest measure of student engagement.

Security AI agent

Vision Monitoring Suite · Education

Live
  1. Detected on your cameras

    Restricted-wing & lab geofencing. Approved-list face match — anyone else flagged.

  2. Agent proposes

    Unattended-bag & loitering alerts. Hallways, washrooms, exam-room corridors.

  3. Your manager approves

    Fight or fall detection. Motion-pattern alerts directly to campus security.

60s

Class roll-call

99%

Match accuracy

-85%

Invigilator load

0s

Class roll-call

0%

Match accuracy

-0%

Invigilator load

0/7

Campus safety

Security AI

Campus safety, restricted areas & intruder alerts

Detects unfamiliar faces on closed wings, unattended bags, fight-or-flight motion patterns in corridors, and after-hours intrusion into labs, exam offices and dormitories.

  • Restricted-wing & lab geofencing

    Approved-list face match — anyone else flagged.

  • Unattended-bag & loitering alerts

    Hallways, washrooms, exam-room corridors.

  • Fight or fall detection

    Motion-pattern alerts directly to campus security.

Security AI agent

Vision Monitoring Suite · Education

Live
  1. Detected on your cameras

    Restricted-wing & lab geofencing. Approved-list face match — anyone else flagged.

  2. Agent proposes

    Unattended-bag & loitering alerts. Hallways, washrooms, exam-room corridors.

  3. Your manager approves

    Fight or fall detection. Motion-pattern alerts directly to campus security.

60s

Class roll-call

99%

Match accuracy

-85%

Invigilator load

Attendance AI

Classroom attendance in under a minute

A single ceiling camera per classroom takes attendance in under 60 seconds — no roll-call, no biometric punch, no missed lecture overhead. Auto-pushed to the LMS.

  • Sub-minute class roll-call

    One camera per classroom, edge-side inference.

  • LMS & SIS integration

    Auto-push to Moodle, Canvas, custom SIS.

  • Parent & faculty dashboards

    Daily report, no manual data entry by teachers.

Attendance AI agent

Vision Monitoring Suite · Education

Live
  1. Detected on your cameras

    Sub-minute class roll-call. One camera per classroom, edge-side inference.

  2. Agent proposes

    LMS & SIS integration. Auto-push to Moodle, Canvas, custom SIS.

  3. Your manager approves

    Parent & faculty dashboards. Daily report, no manual data entry by teachers.

60s

Class roll-call

99%

Match accuracy

-85%

Invigilator load

Engagement AI

Exam invigilation, engagement & honest analytics

Treats every student as a “customer” of the lecture — engagement signals, distraction-time, gaze drift, plus exam-room invigilation with cheat-pattern detection.

  • Exam-room invigilation

    Mobile-phone glance, neighbour-glance, head-down patterns.

  • Lecture engagement signals

    Aggregate-only — no per-student labelling.

  • Student well-being & absence trends

    Catches stress and burnout before grades drop.

Engagement AI agent

Vision Monitoring Suite · Education

Live
  1. Detected on your cameras

    Exam-room invigilation. Mobile-phone glance, neighbour-glance, head-down patterns.

  2. Agent proposes

    Lecture engagement signals. Aggregate-only — no per-student labelling.

  3. Your manager approves

    Student well-being & absence trends. Catches stress and burnout before grades drop.

60s

Class roll-call

99%

Match accuracy

-85%

Invigilator load

More applications

Built on the same vision platform.

Once the cameras are connected and the face index is built, every additional use-case is configuration — not a fresh deployment.

01

Bus & gate attendance

On-bus headcount reconciliation, gate entry, hostel curfew check — all on the same face index.

02

Library & lab occupancy

Live seat availability across libraries and labs, with weekly utilisation reports.

03

Dining-hall queue & meal counts

Hot meals served, queue times, dietary-tag accuracy — at scale.

04

Sports field & event safety

Crowd density, exit-flow monitoring during sports days and convocations.

Get started

Already have cameras? You're halfway there.

Most of our Education deployments run on existing CCTV. Show us your floor plan — we'll come back with a 30-minute call and a concrete pilot scope within a business day.