Initializing

Real-Time Behavioral Threat Detection

Pick your environment

Collaborators

Organization names and marks are shown to describe the professional and research background of our team and advisors. They are not customers, endorsements or partnerships unless stated on this site.

Microsoft Johns Hopkins Medicine UCLA Flock Safety Kaiser Permanente Temple University Prosegur Avenue5 Residential Sacred Heart Schools
Amazon NVIDIA The Ohio State University MetLife Allied Universal Athens-Clarke County Police University of Tennessee Knoxville The Independent School Vantage Data Centers
LinkedIn Clemson University Nationwide Children's Hospital Bloomington Police Department Wilshire Boulevard Temple Kent Companies First Coast Security Bloomington Public Schools District 87

Previzion understands people, objects and behavior over time—and recognizes safety threats or security incidents. Anywhere. Anytime.

A hallway, a ward, a loading bay. Previzion learns what normal looks like in each environment and recognizes when a defined safety event is unfolding.

The system of understanding

Previzion is the behavioral intelligence layer for physical security. Everybody else is looking at a single frame.

Object detection

A gun is a thing.

Rules & tripwires

A crossed line is a rule.

Facial recognition

A match is a name.

Behavior over time

An argument becomes an assault.

Three of those are moments. One is an incident. Previzion understands the sequence, not the snapshot.

Where we sit

System of record

Your cameras and VMS

Already installed. We don’t replace it.

System of understanding

Previzion

What is happening, and whether it matters.

System of response

Whoever you already call

Dispatch, notification, access control. They get an incident, not an alarm.

How a detection is built

A detection is evidence. Not a verdict.

Signals accumulate, confirm, contradict and decay. The incident state changes only when the evidence supports it.

CAM 11 · COURTYARD 10:52:44.0 BASELINE

Behavioral state

BASELINE

In state 0.0s · 0 signals

Observed

None yet

Contradicting signals

None observed

Incident

No incident

Illustrative reasoning display. Thresholds, ontology and confirmation logic are not shown.

School campus aerial view
Annual Crisis in U.S. Schools
857,500
violent incidents recorded in U.S. public schools in a single year.
SOURCE: NCES SSOCS 2021-22 ↗
School hallway
Schools Reporting Violence
67 %
Two out of every three campuses. Not outliers. Not edge cases. The majority.
SOURCE: NCES SSOCS 2021-22 ↗
Surveillance camera view
Casualties Rising · 2004–2024
715 %
increase in people wounded and killed in school shootings over 20 years.
SOURCE: K-12 SSDB / K-12 Dive ↗
Classroom environment
Previzion Response
<3 sec
from detection to dispatched alert. No human delay. No missed call.
SOURCE: Previzion Platform
CAM-02 · CORRIDOR A
CAM-05 · PATIENT WARD
CAM-11 · COURTYARD

Weapon Detection

Identified
in seconds.

Previzion identifies concealed and visible weapons across every feed. Lockdown protocols initiate before anyone reaches a classroom door.

Fall Detection

Every fall.
Every time.

Patient instability detected before impact. Emergency response activated in under 3 seconds. For hospitals, elder care, and any facility where seconds matter.

Altercation Detection

Sees the argument
before the assault.

Fights, aggression, crowd surges — classified and escalated instantly. Staff notified with exact location and live camera access.

Instant Response

Staff alerted.
Resolved.

Push alerts to every staff device. First responders dispatched with location and live camera access. Incident resolved.

Capabilities

Built for Every Scenario

Threat detection monitoring

Real-Time Threat Detection

Previzion analyzes every feed, detecting fights, weapons and unauthorized access in under 3 seconds.

Security alert on mobile device

Instant Alert Dispatch

Push alerts to staff and first responders with location, threat type, and live camera access.

IP camera connected to network

Existing Camera Integration

No hardware overhaul. Plugs into current IP cameras and deploys overnight.

Aerial campus surveillance grid

Full Campus Coverage

Hallways, classrooms, parking lots, playgrounds, perimeters — every angle covered.

Data privacy shield

Privacy-First Architecture

No facial recognition databases. No student profiling. Strict compliance built in.

What we recognize

Not a list of features.
A list of things that actually happen.

Previzion learns what normal looks like in each environment, then recognizes when a defined safety event is unfolding — and who needs to know.

Altercation breaking out in a courtyard

Aggression & Assault

What that looks like

  • A shoving match in a stadium concourse turns into a brawl before an usher can reach it.
  • A patient turns on a nurse in a ward corridor with no one else in the room.
  • Two students square up in a courtyard between classes.
Weapon recognized on a camera feed

Weapons

What that looks like

  • A man walks toward a school entrance with a rifle at his side.
  • A handgun comes out of a jacket in a church vestibule during service.
  • A weapon is drawn at a retail counter after closing.
Person down in a care facility corridor

A Person in Distress

What that looks like

  • A resident goes down in a corridor at 3am and does not get back up.
  • A student is followed, then chased, across a dark campus walkway.
  • A worker collapses alone on a plant floor between shift rounds.
After-hours activity at a facility perimeter

Where People Should Not Be

What that looks like

  • A group gathers outside an office building three hours after close.
  • Someone crosses the line into a restricted zone at a refinery.
  • A car circles a loading dock at night, then someone gets out.

Every one of these runs on cameras a building already has. Detection to dispatched alert in under three seconds.

See it on your cameras

Process

Four Steps to
Real-Time Protection

From existing cameras to real-time threat detection.

Process

Four Steps to Real-Time Protection

Connect cameras
01

Step 01

Connect
Cameras

Integrates with your existing IP cameras. No new hardware required. Deployed in days, not months.

ONVIFRTSPHLS
Days
Setup Time
Zero
New Hardware
PROCESSING LATENCY: <3s ACC: 99.2%
02

Step 02

Previzion Reads
Every Frame

Previzion reads every camera feed at once, classifying what it sees and flagging real threats in under three seconds.

<3s
Latency
99.2%
Accuracy
FALL DETECTED PUSH + SMS + EMAIL
03

Step 03

Instant
Alerts

Real-time push notifications with location, threat classification, and live camera access. Every second counts.

See the live interface
Learn and improve
04

Step 04

Learn &
Improve

Continuous retraining from real-world data. Fewer false positives every day. Your campus gets safer over time.

85%
Fewer False Positives
24/7
Active Learning
INITIALOPTIMIZED

Live Demo

See It In Action

Watch a real Previzion detection: courtyard altercation, flagged and dispatched in under three seconds.

School courtyard surveillance feed
CAM-03 · COURTYARD
--:--:--
Student ID 233 · 96%
Student ID 498 · 94%

⚠ ALTERCATION DETECTED

Threat Detected

Courtyard · Camera 03

14:32:07

Detected

14:32:08

Alert Sent

14:32:09

Dispatched

14:35:22

Resolved

Patent protected

Our own detection stack

Previzion detection, notification routing and the mobile response flow are patent-protected — not a reseller layer on someone else’s models.

No rip-and-replace

Runs on your cameras

ONVIF, RTSP and HLS feeds from the IP cameras already installed. Deployed in days, with zero new hardware to budget for.

Privacy first

Behavior, not identity

No facial recognition databases and no profiling. FERPA- and HIPAA-conscious for the environments we protect.

William West Ricci Rukavina Aaron West Jeff Jones Dave Emmett Dennis Bonilla
The team

Dedicated to protection and safety.

Founded by operators who believe no family should get the call that a warning sign was missed — with advisors from prevention, computer vision and physical security.

Meet the team

From the Blog

Latest insights from the field.

Protect Your
Campus.
Starting Today.

Join the schools already using Previzion to keep students, staff, and communities safe.