Empty school hallway with blue lockers on both sides, a clock on the wall, and a window at the end, brightly lit with overhead lights.

Bullying Detected

Bullying Detection

AI That Sees What Staff Can't — In Every Hallway, Stairwell, and Corner of the Yard.

Most bullying is never reported — and when it is, it's long over. Clear Watch Bullying Detection recognizes two or more people surrounding and harassing an individual, in real time, so an adult can intervene while it's happening.

What It Does

Bullying Detection analyzes the interaction between multiple people to recognize the signature of group harassment: two or more individuals surrounding, cornering, and harassing a single person. It's built for schools, dormitories, and public facilities, where incidents are usually reported long after they occur — if at all — and where intervention depends entirely on someone noticing at the time. This service makes sure someone notices.

The detection is tuned to the reality of busy spaces. Sensitivity and the minimum number of participants can be configured per zone, and a filtering process ensures ordinary gatherings — friends talking, students waiting in line — don't raise events. Only sustained incidents that match the pattern of harassment trigger an alert. Bullying Detection is available through Clear Watch's Early Access program for forward-leaning sites.

An enhanced version is available through Clear Watch's Hybrid AI Boost subscription, combining behavioral recognition with contextual scene understanding to more accurately distinguish group harassment from ordinary gatherings like conversations and queues — especially valuable in crowded school commons.

A boy sitting on the floor in a classroom, hugging his knees with his head down, while 3 other students taunt him, stand over him, and point at him.

Who Uses It

K-12 Schools

Bullying Happens Where Adult Eyes Aren't.

Hallways, stairwells, locker bays, and schoolyard corners are exactly where incidents occur — and exactly where staff can't always be.

  • Real-time detection turns blind spots into places where intervention arrives in minutes
  • Gives administrators objective video of what actually happened
  • Live operator verifies every alert before staff is notified
K-12 school
Universities & Dormitories

Hazing and Group Harassment Carry Institutional Liability. Early Awareness Changes the Outcome.

Group harassment in residence halls and common areas creates Title IX exposure and institutional risk. Detection provides early awareness in spaces where RAs can't be everywhere.

  • Covers residence halls, common areas, and shared spaces
  • Flags group harassment patterns before they escalate
  • Supports Title IX documentation with objective event video
University campus
Correctional & Juvenile Facilities

A Group Converging on One Person Is a Precursor to Assault.

In dayrooms and yards, the pattern of group harassment is often the first warning sign of violence. Recognizing it early gives officers verified warning before it turns physical.

  • Covers dayrooms, yards, and common housing areas
  • Detects convergence patterns before assault occurs
  • Verified alert reaches officers while intervention is still possible
Correctional facility
Municipalities & Public Facilities

Group Harassment Drives People Away From the Spaces Built to Serve Them.

Parks, recreation centers, transit stops, and libraries lose their purpose when harassment goes unchecked. Detection lets staff and responders address incidents as they form — not after.

  • Covers parks, recreation centers, transit stops, and libraries
  • Detects harassment patterns in open public spaces
  • Enables response while the incident is still developing
Public facility
After-School Programs & Camps

Demonstrate Active Supervision Even When Staff Ratios Are Stretched.

Operators with a duty of care over minors can back their supervision commitment with monitored detection — covering common areas even when staff can't be in two places at once.

  • Covers common areas, recreation spaces, and gathering areas
  • Demonstrates active supervision to parents and regulators
  • Monitored response ensures incidents don't go unaddressed
After-school program

How It Works

Detection
A bullying pattern is detected and the event streams immediately to Clear Watch's 24/7 live monitoring operators.

Number one icon with a blue circle and a white number 1 inside.

Detection
A bullying pattern is detected and the event streams immediately to Clear Watch's 24/7 live monitoring operators.

Number 3 icon with a blue circle and a white number 3 inside.

Assess and Notify
Operators assess the situation on live video and notify school staff or facility security — getting an adult physically on scene fast.

Number two icon with a blue circle and a white number 2 inside.

Voice-Down
A live audio voice-down is issued over on-site speakers where appropriate — often enough to disperse the group on its own.

Assess and Notify
Operators assess the situation on live video and notify school staff or facility security — getting an adult physically on scene fast.

Dispatch
If the situation is turning violent, operators escalate to dispatch, including direct digital 911 delivery. The incident gets a response while it's still an incident, not a report.

Voice-Down
A live audio voice-down is issued over on-site speakers where appropriate — often enough to disperse the group on its own.

Number four icon with a blue circle and a white number 4 on the inside.

Dispatch
If the situation is turning violent, operators escalate to dispatch, including direct digital 911 delivery. The incident gets a response while it's still an incident, not a report.

3 school kids surrounding and bullyinh a boy sitting on the ground, one boy and girl point at him laughing, and the third is touching his shoulders.

FAQs

Stop Bullying While It's Happening — Not After It's Reported.

GET STARTED

Most bullying is never reported — and when it is, it's already over. Talk to a Clear Watch specialist about adding Bullying Detection to your existing cameras, so your staff knows the moment it's happening and can be on scene before the damage is done.