Healthcare vertical

Technology that supports clinicians.

We do not develop drugs, treatments, or medical procedures. We build the intelligent systems that help medical teams deliver care better, faster, and to more people — diagnostic support that catches what fatigue hides, logistics that give nurses their time back, and watchfulness for people who are alone or far from care.

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The edge

Multiply the clinician.

Healthcare's hardest problem in most of the world is arithmetic, not science: too few trained people, too many who need them, too much distance between the two, and too much of every skilled shift spent on tasks that need hands but not a licence. We build the hands, the wheels, and the watchfulness that give clinicians their time back — and we stop firmly at the line where medicine begins.

A radiologist reading a hundred scans a day, with a careful second reader flagging what fatigue makes invisible on scan number eighty-seven, catches more. A nurse freed from hauling linen and chasing samples spends that hour on the patient. A grandmother living alone has a house that notices her fall and reaches her daughter in seconds. None of this replaces the clinician; all of it multiplies them.

Our machines measure, carry, lift, remind, and watch, and they hand the judgment to the clinician — a second reader that catches what fatigue hides, hands that never tire, and watchfulness that never blinks. We build to clinical-grade validation because anything that touches a patient has to earn its place.

Approach

How the three layers work in healthcare.

ΑAI

Diagnostic pattern support across imaging, pathology, and lab results; clinical decision support that helps a team see what fatigue hides; patient-flow optimization that cuts waits; and predictive analytics that flag a patient at risk before symptoms escalate. A second reader, never the final word.

Better tools, not a replacement for the doctor.

ΦPhysical AI

Real-time tissue and object sensing; wearable and ambient sensors watching vitals continuously and detecting deterioration hours before clinical alarms trigger; smart-room environments that adapt to a patient's condition. Perception at the edge, private by design.

Deterioration caught hours before the alarm.

ΡRobotics

Hospital logistics robots moving supplies, medications, and specimens without staff intervention; rehabilitation exoskeletons adapting to each patient's recovery; autonomous bed transport turning two-nurse tasks into one; pharmacy automation eliminating dispensing errors. Bolt-on autonomy kits upgrade equipment you already own.

Affordable by design — upgrade, don't replace.

Applications

Where we apply these technologies.

Six settings where the intelligence layer gives a clinical team back its time and its reach.

Continuous patient monitoring

Wearable and ambient sensors tracking heart rhythm, respiration, oxygen, movement, and sleep continuously. AI detects deterioration patterns hours before clinical alarms trigger — moving from reactive crisis response to predictive intervention. It flags; a clinician decides.

WearablesEarly warning

Diagnostic support

AI reading medical imaging — X-ray, CT, MRI, ultrasound, pathology — as a second reader alongside the physician. It catches subtle findings fatigue makes invisible after hours of continuous reading, and prioritizes critical cases so urgent findings reach clinicians first. 'Needs review', never 'has condition'.

Second readerTriage queue

Hospital logistics automation

Autonomous mobile robots moving medications, specimens, meals, linens, and waste through corridors around the clock. Bolt-on drive modules convert existing carts into self-navigating assets — no expensive purpose-built platforms. Nursing staff freed from transport to focus on patients.

AMRsBolt-on kits

Rehabilitation robotics

Powered exoskeletons adapting to each patient's recovery — increasing resistance as strength returns, adjusting range of motion to healing. AI tracks the recovery trajectory and alerts clinicians when progress deviates. Making rehabilitation measurable, consistent, and personal.

ExoskeletonsRecovery tracking

Field and remote medicine

CEPHAI containerized diagnostic capability deployable to disaster zones, remote communities, and thinly-served districts. AI-assisted triage in mass-casualty events, sorting faster and more consistently than manual assessment. Bringing measurement and awareness to where the clinic cannot be.

CEPHAI labTriage

The alone and the unreached

For the person with no relative next door and no way to reach a hospital in time — a small family of single-purpose devices: the watcher that notices a fall, the caller that reaches a human in seconds, the runner that delivers medicine the last mile, the guide that talks a neighbor through first aid. No one faces the emergency alone.

WatcherCallerRunnerGuide
Long stay · Omega (Ω)

Age, recovery, and the places both happen.

Facilities

Retirement & recovery centers

Logistics carriers, lifting help, night watchfulness that notices the fall and the wander, and a morning summary for the matron in plain words — equipped and subscribed as a package an operator can order whole.

Homes

Aging in place

A companion, discreet watchfulness tuned to the person's own normal, kept schedules, and the family window — with the elder in control of what the family sees. Privacy engineered in, not promised.

Step-down

Recovery as a product

Monitored recovery that frees an acute hospital bed and gives the family watchfulness they couldn't provide alone — the arithmetic that helps the hospital, the patient, and the family at once.

Dual-use

Defense research that saves civilian lives.

The same precision serves both verticals because the underlying physics is the same. The gentle, adaptive manipulation that steadies a probe against a patient is the same craft that lets a machine handle a hazard in the field. Our Physical AI research does not belong to one industry — it belongs to the problem.

CEPHAI was designed to identify CBRN threats in the field, with sealed autonomous sample handling and on-board AI identification. The same sealed handling and identification works for rapid pathogen detection and clinical laboratory automation — battlefield to hospital, one architecture, two missions, and a human holding the decision in both.

Platforms in healthcare

The systems that carry this work.

Keep exploring

Go deeper on healthcare

Give your clinicians their time back.

We've started with logistics, watchfulness, and companions in real facilities and homes. Tell us where the load is heaviest.