Fight & Bullying Detection

Home Use cases

Detect Fights and Bullying Before Situations Escalate

Detect and respond to unauthorized entry into restricted zones in real time using AI-powered video intelligence—before security or safety risks escalate.

Why Restricted Areas Are Hard to Secure

Identify physical altercations and bullying behavior in real time using AI‑powered video intelligence to protect students and maintain a safe learning environment.

Limited Supervision Across Large Campuses

Teachers and staff cannot be present everywhere—especially in corridors, playgrounds, staircases, or common areas.

Delayed Awareness of Incidents

Fights or bullying are often reported after they escalate or once someone is injured.

Lack of Clear Evidence for Investigation

Without visual records, resolving disputes relies on conflicting student accounts.

Turn Campus Cameras Into Student Safety Intelligence

Mikshi AI analyzes live camera feeds to detect aggressive movements, physical altercations, and bullying‑like behavior patterns. All incidents are centrally analyzed and presented through dashboards, alerts, and reports—enabling rapid intervention and fair incident review.

Real‑Time Fight & Bullying Alerts: Instantly notify school authorities or security staff when a potential incident is detected.

Centralized Incident Monitoring: Track incidents, locations, and time patterns across the campus.

Automated Incident Reports: Generate time‑stamped reports with visual evidence for disciplinary review.

Multi‑Campus Safety Oversight: Monitor student safety across multiple buildings or campuses from one platform.

How Mikshi AI Works

Optimize logistics with real-time safety intelligence.
Prevent incidents, ensure compliance, and boost performance.

Camera Streams

Live video feeds from cameras covering corridors, playgrounds, staircases, and common areas are securely captured.

AI Inference (On-Prem or Cloud)

AI models analyze video feeds in real time to identify aggressive behavior patterns.

Incident Detection & Logging

Fight or bullying events are detected and logged with timestamps and locations.

Unified Application & IoT Actions

Incidents appear on dashboards, trigger alerts, and are available for review and reporting.

Measurable Improvements in Student Safety

One platform delivering smart decisions across the organization

Up to 35–50%

Reduction in Escalated Incidents

Early detection enables staff to intervene before conflicts intensify.

Up to 80%

Faster Response by School Authorit

Real‑time alerts reduce reaction time during critical situations.

Up to 80%

Improved Student Well‑Being and Discipline

Visible monitoring discourages aggressive behavior and bullying.

Up to 80%

Clear, Fair Incident Resolution

Visual evidence supports unbiased investigations and compliance with school policies.

Deployment & Integration

One platform delivering smart decisions across the organization

Works With Existing Campus Cameras

No additional hardware or wearables required.

Flexible Deployment Models

On‑premise, cloud, or hybrid deployment based on school IT and privacy policies.

Privacy‑First Configuration

Focuses on behavior detection, not individual profiling.

Scales Across Institutions

Easily deploy across schools, colleges, or university campuses.

Industries We Serve

Supporting businesses across manufacturing, retail, logistics, and more.
Flexible, scalable AI built to fit your industry needs.

Education (Schools & Universities)

Detecting student altercations in hallways, cafeterias, or playgrounds to ensure a safe learning environment and rapid teacher intervention.

Prisons & Correctional Facilities

Critical for inmate safety and officer protection, providing instant alerts during riots, brawls, or unauthorized physical contact.

Hospitality (Bars & Nightclubs)

Managing rowdy patrons and reducing legal liability for venue owners by documenting incidents and alerting security in real-time.

Healthcare (Emergency Rooms)

Protecting medical staff and other patients from violent visitors or aggressive behavior in high-stress clinical environments.

Public Transport

Ensuring passenger safety on metro/train platforms and concourses by identifying and reporting physical threats immediately.

Retail & Malls

Staff attendance across multiple outlets.

FAQs

Find the answers you need

Playgrounds, corridors, staircases, cafeterias, entry areas, and common spaces.

No. It detects aggressive behavior patterns, not personal identities.

Yes. Detection sensitivity and alert rules can be configured.

Yes. Incident footage and reports support fair and transparent reviews.

Video can be processed on‑premise or in the cloud, depending on deployment preference.

Detect Fights and Bullying Before Situations Escalate

Why Restricted Areas Are Hard to Secure

Limited Supervision Across Large Campuses

Delayed Awareness of Incidents

Lack of Clear Evidence for Investigation

Turn Campus Cameras Into Student Safety Intelligence

How Mikshi AI Works

Camera Streams

AI Inference (On-Prem or Cloud)

Incident Detection & Logging

Unified Application & IoT Actions

Measurable Improvements in Student Safety

Up to 35–50%

Up to 80%

Up to 80%

Up to 80%

Create a Safer, More Supportive Campus

Deployment & Integration

Works With Existing Campus Cameras

Flexible Deployment Models

Privacy‑First Configuration

Scales Across Institutions

Industries We Serve

Education (Schools & Universities)

Prisons & Correctional Facilities

Hospitality (Bars & Nightclubs)

Healthcare (Emergency Rooms)

Public Transport

Retail & Malls

FAQs

Find the answers you need

Create a Safer, More Supportive Campus

Detect Fights and Bullying Before Situations Escalate

Why Restricted Areas Are Hard to Secure

Limited Supervision Across Large Campuses

Delayed Awareness of Incidents

Lack of Clear Evidence for Investigation

Turn Campus Cameras Into Student Safety Intelligence

How Mikshi AI Works

Camera Streams

AI Inference (On-Prem or Cloud)

Incident Detection & Logging

Unified Application & IoT Actions

Measurable Improvements in Student Safety

Up to 35–50%

Up to 80%

Up to 80%

Up to 80%

Create a Safer, More Supportive Campus

Deployment & Integration

Works With Existing Campus Cameras

Flexible Deployment Models

Privacy‑First Configuration

Scales Across Institutions

Industries We Serve

Education (Schools & Universities)

Prisons & Correctional Facilities

Hospitality (Bars & Nightclubs)

Healthcare (Emergency Rooms)

Public Transport

Retail & Malls

FAQs

Find the answers you need

1. Where can fight and bullying detection be applied?

2. Does this label students or identify individuals?

3. Can false alerts be minimized?

4. Does this help with disciplinary reviews?

5. Where is video processed?

Create a Safer, More Supportive Campus