LookDeep Health
Workplace Violence Prevention

Protect the people who protect everyone else.

Healthcare workers are 10% of the U.S. workforce — and absorb nearly half of all workplace-violence injuries. LookDeep turns the video infrastructure your hospital already uses into a continuous safety net, moving care teams from reactive notification to proactive prevention.

An agitated patient gestures toward a calm nurse in a hospital room
The reality on the floor

A crisis hiding in plain sight

~50%

of all reported non-fatal workplace-violence injuries are absorbed by healthcare workers — who make up just 10% of the U.S. labor force. CDC / NIOSH

2 / hr

nurses are assaulted in an acute-care setting every hour, on average. Press Ganey

National headlines

Events like the 2025 hostage-taking at a Pennsylvania ICU — which left a police officer dead — are now front-page news. AP News

Protecting the professionals who dedicate their lives to caring for others isn't just a moral imperative — it impacts workforce retention, patient care quality, and hospital finances.

Recognizable progression

Violence rarely comes out of nowhere

It follows a rapid — but recognizable — progression. The earlier you can see it, the more options you have to keep everyone safe.

1

Tension builds

Agitated movements and raised voices begin to fill the room.

2

Behavior escalates

Escalating behaviors signal rising danger to the care team.

3

A call for help

Clinicians sense the risk and may call for assistance — overtly or subtly.

!

Harm occurs

Left uninterrupted, the situation can quickly turn harmful.

aimee

With AI, we can support clinicians exactly when they call for assistance — and even earlier — by sensing risk and providing an extra set of eyes or timely intervention to help de-escalate before an incident occurs.

We can use the same technology hospitals already need for telemedicine to better care for the nurses and doctors that care for our loved ones.

Narinder Singh  ·  Founder & CEO, LookDeep Health

The platform

From reactive notification to proactive prevention

Three capabilities work together to flag and help prevent potential attacks — before they escalate.

Voice Activation

Staff can ask for help the moment they need it — through overt or subtle directed and indirect help words.

AI-Powered Situational Awareness

Computer vision turns the video you already use for tele-ICU, telesitting, and virtual nursing into a continuous safety net — flagging rooms where tension is rising, even before anyone asks for help.

RTLS Integration

Wearable badges let staff silently call for help under duress. Linked to the LookDeep platform, hospitals detect and respond to threats far faster.

Violence Prevention AI

See it in action

Voice commands and continuous AI vision watch for risky situations — turning ambient awareness into timely, calm intervention.

Infinity Watch Voice Commands & AI Situational Awareness — part of the LookDeep platform. Click the video to pause.
No new hardware required

The safety net runs on infrastructure you already have

The same cameras and connectivity hospitals deploy for tele-ICU, telesitting, and virtual nursing become an always-on layer of protection — no rip-and-replace, no separate system to manage.

Computer Vision Voice RTLS & Wearables Nurse Call Open Architecture
Read about our commitment to the Video Dial Tone →
A LookDeep camera mounted above the display in a patient room

Keep your care teams safe.

See how LookDeep helps hospitals move from reactive notification to proactive prevention.