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A coworker for the
night shift,
watching every bed.

A healthcare partner deployed VideoDB across their ICU rooms. Bedside cameras now alert on falls, hygiene, respiration, and sedation, in realtime. Every alert comes with a playable clip and a clean record of what happened.

Two clinicians attending a patient at an ICU bedside under surgical lighting. Bedside camera · live
The shift

Two nurses. Twenty beds.
A long night.

An ICU at 2 a.m. has a steady rhythm and an unsteady patient. The vitals monitor catches the body. The cameras catch the room. Until now, no one was watching both at the same time.

If a patient slipped out of bed at 2:14 a.m., the team learned about it on rounds. If a sedation level shifted, it took a vitals review the next morning to notice the posture change. Hand-hygiene compliance lived on a clipboard.

The team did not need more screens. They needed another set of eyes that never blinked.

The build

Realtime alerts.
Connected to the whole patient record.

Every bedside camera streams into VideoDB. A clinical model layers on top: posture, motion, hygiene, respiration rate. Vitals from existing trackers flow into the same patient context. The result is a single timeline per bed, where camera evidence and vitals tell one story.

Patient left bed unassisted.

Pages the nurse with a playable clip from 5 seconds before the event.

Fall · Bed exit

Compliance, not on a clipboard.

Counts hand-hygiene events at the dispenser. Daily report writes itself.

Hand hygiene

Camera-derived breath rate.

Cross-checked against pulse-ox. Outliers flagged before the alarm fires.

Respiration

Posture and stillness, watched.

Track time at each posture. Trigger turn reminders. Confirm sedation depth visually.

Sedation · Position
What happened to the patient last night. Bed 12 · night handover
ICU patient asleep, left lateral position. 22:10
Asleep · left lateral
Nurse assisting with a patient turn. 23:48
Turn complete · nurse assist
ICU bed at the moment of a bed-exit attempt. 02:14
Bed exit attempt
Nurse at the ICU bedside. 02:16
Nurse at bedside
Patient respiration monitored in the ICU. 03:42
Respiration steady · 16/min
The outcome

Every claim,
backed by a clip.

The morning handover used to be a story told from memory. It is now a timeline a clinician can scrub. Each event, from a bed exit to a hand-hygiene moment, has a playable clip beside the note.

Hand-hygiene audits, posture-care compliance, and incident reviews stopped pulling time away from the floor. The system tells the story. The clinicians spend their time on the patient.

Sub-secAlert latency at the bedside.From frame to pager.
1 recordCamera + vitals + tracker in one place.Per patient. Per bed.
Every clipPlayable evidence attached to every event.Audit-ready by default.

“On a 12-bed unit, we did not add another nurse. We added another set of eyes that never looked away.”

Clinical lead · ICU deployment

The bedside camera you already have
can do this. Today.

We will pair a clinical SE with your team and ship a unit-wide pilot in weeks.

Machine