Preparing the recorded fieldLoading real LatentField pipeline output…
Recorded output in the shared LatentField diagnostic view. Compatible real feeds can exercise implemented runtime families; this replay does not implement or validate every capability in this industry.
A small first decision
Try one space before planning a fleet.
Explore with recorded data now. If the selected capability has a compatible runtime, connect its hardware in the same diagnostic workspace; concepts remain feasibility studies.
PrivacyNo camera or wearableProcessingBrowser + ESP32, local firstThis industry15 documented capabilities
Feasibility study for staged bathroom fall-event and post-event immobility patterns; not an emergency-response system.
This offer covers one named capabilitySilent Bathroom Event GuardianThe other 14 capabilities in this industry keep their own readiness and are not included.
Runnable means the catalog maps this capability to a shared local processing family. It does not by itself claim a commissioned or physically validated deployment.
Shared-family mappedBathGuardSilent Bathroom Event GuardianPilot 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 dataShared Fall event familyLimits & validationDesign this solution→ Shared-family mappedTrueVisitCaregiver Presence & Interaction VerificationPilot 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 dataShared Presence familyLimits & validationDesign this solution→ Shared-family mappedFallCastGait 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 hypothesisShared Fall event familyLimits & validationDesign this solution→ Shared-family mappedFirstSignUTI & Delirium Behavioral Prodrome DetectionResearch 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 hypothesisShared Sleep quality proxy familyLimits & validationDesign this solution→ Shared-family mappedWanderWatchSundowning & Nocturnal Wandering Radar for Memory CarePilot 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 hypothesisShared Through-wall presence familyLimits & validationDesign this solution→ Shared-family mappedNightVitalsNight-Shift Vitals Without Touch: Respiration + Heart-Proxy TrendingResearch 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 conceptShared Breathing rate familyLimits & validationDesign this solution→ Shared-family mappedWalkerCallWalker & Cane Compliance Tracking (the 'Left It Behind' Alert)Research concept for correlated person-and-walker motion; it cannot identify or prove assistive-device use.Mapped to a shared processing family, not a capability-specific validated detector. The bundled recording is an example, not site validation. Unvalidated conceptShared Fall event familyLimits & validationDesign this solution→ Shared-family mappedSlipMapBathroom Hazard Forensics: Chronic Leak & Wet-Floor Risk MappingPrototype moisture-drift mapping; not leak certification or a slip-safety system.Mapped to a shared processing family, not a capability-specific validated detector. The bundled recording is an example, not site validation. Unvalidated conceptShared Fall event familyLimits & validationDesign this solution→ Shared-family mappedThe bed is actually emptyBed-Vacancy Certainty: Night Elopement GatemmWave-assisted bed-occupancy pilot; it cannot certify an empty bed or resident safety.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 hypothesisShared Presence familyLimits & validationDesign this solution→ Shared-family mappedWho really came inFront-Door Visitor Evidence LedgerOpt-in doorway-event photo concept; schedule matching cannot identify or verify a caregiver.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 hypothesisShared Presence familyLimits & validationDesign this solution→
Works with the room hardwareThe browser stays local; the connected ESP32 or edge runtime supplies the sensing this capability needs.3 · Needs edge adapter
Needs edge adapterCalmMeterAgitation Thermometer for Memory Care WingsResearch 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 hypothesisNo runtime mappingLimits & validationDesign this solution→ Needs edge adapterTurnProofPressure-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 hypothesisNo runtime mappingLimits & validationDesign this solution→ Needs edge adapterRiseTrendPassive Sit-to-Stand TimerTimes every real-world chair rise (the sit-to-stand phase of the clinical Timed-Up-and-Go) passively at home, trending lower-limb strength weekly without asking anyone to perform a test.Pilot target only: a capability-specific adapter and ground-truth validation are still required. Supported hypothesisNo runtime mappingLimits & validationDesign this solution→
Research and validationThe physics is promising, with validation work still clearly identified.2 · Research concept
Research conceptHouseDiaryTaught-Home State Axes: Install-Day Personalization via Poke-and-ObserveTeachable-state prototype for site-specific routines; accuracy and retraining needs remain to be measured.Research hypothesis only: no implemented detector or validated outcome exists yet. Unvalidated conceptNo runtime mappingLimits & validationDesign this solution→ Research conceptDrySenseInvisible Incontinence & Mattress Moisture SensingPrototype contact-free mattress-moisture inference; supervised ground-truth validation is still required.Research hypothesis only: no implemented detector or validated outcome exists yet. Unvalidated conceptNo runtime mappingLimits & validationDesign this solution→