Feature atlas · offline first

See what the field can do.

Explore every capability, from runnable ESP32 sensing to honest research limits. These are 191 product capabilities built from 11 shared runtime families — not 191 separate algorithms.

191capabilities

14verticals · 3 groups

11runtime families

24 of 191 shown

Ambient Space

The field reads the room.

Ten industries where the only thing in the way is physics — walls, dust, distance, motion.

10 verticals · 152 shown

Healthcare & Hospitals

Study room-scale breathing and movement evidence.

16 matches

Shared-family mapped Private-space fall guardian Bathroom and bedside fall detection with sub-second alerting Pilot target for staged fall-event and immobility detection; not an emergency paging system. Mapped to a shared processing family, not a capability-specific validated detector. The bundled recording is related vertical context, not a demonstration of this capability. Research data Shared Fall event family Limits & validation Design this solution

Shared-family mapped Privacy-safe crowd meter Waiting-room and ED occupancy / crowd-density for infection control and flow Pilot target for coarse waiting-area occupancy; accuracy and count limits must be measured at each site. Mapped to a shared processing family, not a capability-specific validated detector. The bundled recording is related vertical context, not a demonstration of this capability. Research data Shared Occupancy estimate family Limits & validation Design this solution

Shared-family mapped Opioid-safety respiratory sentinel Agonal-breathing and respiratory-arrest early warning Research concept for respiratory-event patterns; not a medical monitor or emergency alert. Mapped to a shared processing family, not a capability-specific validated detector. The bundled recording is an example, not site validation. Supported hypothesis Shared Breathing rate family Limits & validation Design this solution

Shared-family mapped Nocturnal seizure alert Rhythmic-motor seizure detection in monitored beds and EMU Research concept for seizure-like motion patterns; not diagnosis, monitoring, or clinical alerting. Mapped to a shared processing family, not a capability-specific validated detector. The bundled recording is related vertical context, not a demonstration of this capability. Supported hypothesis Shared Machine vibration family Limits & validation Design this solution

Shared-family mapped Zero-contact bed vitals Contactless continuous vitals in step-down and med-surg beds Shared breathing-rate research path for consented trials; not continuous clinical vitals or a medical device. Mapped to a shared processing family, not a capability-specific validated detector. The bundled recording is an example, not site validation. Supported hypothesis Shared Breathing rate family Limits & validation Design this solution

Shared-family mapped Predictive bed-exit alerting Bed-exit and unassisted-egress prediction for high fall-risk patients Pilot target for bed-exit motion; lead time, false alerts, and staff workflow require site validation. Mapped to a shared processing family, not a capability-specific validated detector. The bundled recording is related vertical context, not a demonstration of this capability. Supported hypothesis Shared Fall event family Limits & validation Design this solution

Needs edge adapter Auto-turn timer Immobility clock and repositioning compliance for pressure-injury prevention Pilot target for repositioning-motion intervals; it cannot prove care delivery or prevent pressure injury. Pilot target only: a capability-specific adapter and ground-truth validation are still required. Supported hypothesis No runtime mapping Limits & validation Design this solution

Research concept Delirium watch Delirium and nocturnal-agitation early detection in ICU/geriatric wards Research concept for overnight restlessness trends; not delirium prediction or diagnosis. Research hypothesis only: no implemented detector or validated outcome exists yet. Unvalidated concept No runtime mapping Limits & validation Design this solution

Research concept Line-and-bag level watch IV-bag and enteral-fluid level / empty-line detection (NeRF geometry) Prototype fluid-level inference for supervised trials; not approved for IV or feeding intervention. Research hypothesis only: no implemented detector or validated outcome exists yet. Unvalidated concept No runtime mapping Limits & validation Design this solution

Shared-family mapped Objective hand-hygiene audit Hand-hygiene and workflow-compliance sensing at sink/gel zones Pilot measure of entry and wash-station dwell; a pause cannot prove hand hygiene. Mapped to a shared processing family, not a capability-specific validated detector. The bundled recording is related vertical context, not a demonstration of this capability. Unvalidated concept Shared Zone dwell family Limits & validation Design this solution

Shared-family mapped Fall-precaution setup verifier Bed-rail-up and safe-setup geometry verification (CIR geometry) Pilot classifier for bed-rail and bed-height states; not a clinical safety check. Mapped to a shared processing family, not a capability-specific validated detector. The bundled recording is related vertical context, not a demonstration of this capability. Unvalidated concept Shared Fall event family Limits & validation Design this solution

Physics limit Fluid-status trend monitor Thoracic/bladder fluid-shift trending (NeRF tissue-water imaging) People wish WiFi could watch fluid building up inside the lungs or bladder. Physics review blocks execution; this entry documents a limit, not an available outcome. Unvalidated concept No runtime mapping Limits & validation Design this solution

Needs edge adapter TremorTrend Tremor Band Progression Monitor Weekly trend of resting-tremor band occupancy (4-7Hz) during ordinary seated time at home — a longitudinal movement-disorder signal between clinic visits, not a diagnosis. Pilot target only: a capability-specific adapter and ground-truth validation are still required. Supported hypothesis No runtime mapping Limits & validation Design this solution

Research concept CoughCount Cough & Nocturnal Event Counter Counts cough bursts and restless-night events per night in a bedroom — a respiratory-season trend signal (is it getting worse?) that needs no microphone. Research hypothesis only: no implemented detector or validated outcome exists yet. Unvalidated concept No runtime mapping Limits & validation Design this solution

Needs edge adapter SeatSign Triage Seat Respiration Screen Spot respiratory-rate screening at a fixed triage or waiting-room seat: the seat's link geometry is Fresnel-planned at install time, so every seated patient yields an RR band in ~45 seconds — a screening aid, never a diagnosis. Pilot target only: a capability-specific adapter and ground-truth validation are still required. Supported hypothesis No runtime mapping Limits & validation Design this solution

Research concept NightPulse Resting Heart-Rate Trend (Bedside, Frontier) Nightly resting heart-rate trend from the 0.8-2Hz cardiac micromotion band for a still sleeper — a frontier capability gated behind ECG-referenced validation before any trend is shown. Research hypothesis only: no implemented detector or validated outcome exists yet. Unvalidated concept No runtime mapping Limits & validation Design this solution

Elderly Care

Study routines without putting a camera in private rooms.

15 matches

Shared-family mapped BathGuard Silent Bathroom Event Guardian Pilot target for staged bathroom fall patterns and immobility; not an emergency-response system. Mapped to a shared processing family, not a capability-specific validated detector. The bundled recording is an example, not site validation. Research data Shared Fall event family Limits & validation Design this solution

Shared-family mapped TrueVisit Caregiver Presence & Interaction Verification Pilot co-presence and dwell evidence; it cannot verify identity, care quality, or who completed a visit. Mapped to a shared processing family, not a capability-specific validated detector. The bundled recording is related vertical context, not a demonstration of this capability. Research data Shared Presence family Limits & validation Design this solution

Shared-family mapped FallCast Gait Decay Early-Warning (Fall Forecasting, not Fall Detection) Research concept for gait-trend changes; not a fall predictor or clinical assessment. Mapped to a shared processing family, not a capability-specific validated detector. The bundled recording is an example, not site validation. Supported hypothesis Shared Fall event family Limits & validation Design this solution

Shared-family mapped FirstSign UTI & Delirium Behavioral Prodrome Detection Research concept for routine changes; it cannot predict infection or replace a clinical assessment. Mapped to a shared processing family, not a capability-specific validated detector. The bundled recording is related vertical context, not a demonstration of this capability. Supported hypothesis Shared Sleep quality proxy family Limits & validation Design this solution

Shared-family mapped WanderWatch Sundowning & Nocturnal Wandering Radar for Memory Care Pilot target for room-to-room movement patterns; it cannot guarantee an elopement warning. Mapped to a shared processing family, not a capability-specific validated detector. The bundled recording is related vertical context, not a demonstration of this capability. Supported hypothesis Shared Through-wall presence family Limits & validation Design this solution

Needs edge adapter CalmMeter Agitation Thermometer for Memory Care Wings Research concept for room-level motion intensity; not an agitation diagnosis or care instruction. Pilot target only: a capability-specific adapter and ground-truth validation are still required. Supported hypothesis No runtime mapping Limits & validation Design this solution

Needs edge adapter TurnProof Pressure-Injury Repositioning Compliance (Too Still, Too Long) Pilot target for repositioning-motion intervals; it cannot prove care delivery or resident safety. Pilot target only: a capability-specific adapter and ground-truth validation are still required. Supported hypothesis No runtime mapping Limits & validation Design this solution

Shared-family mapped NightVitals Night-Shift Vitals Without Touch: Respiration + Heart-Proxy Trending Research path for night-time breathing trends; not illness detection or medical monitoring. Mapped to a shared processing family, not a capability-specific validated detector. The bundled recording is related vertical context, not a demonstration of this capability. Unvalidated concept Shared Breathing rate family Limits & validation Design this solution

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