Insights

What Cymo infers from the three core signals over time.

Signals become insights

Signals describe a moment. Insights describe a pattern: a night of sleep, a stressful afternoon, a week of slower walking. Cymatics computes them on the server, so you get the result without processing raw readings yourself.

Analyses, windows and revisions

Insights arrive as analyses: each has a kind, the track_id and, once identity is established, the person_id it describes, a time window and the model that produced it. Sleep is split into sessions automatically, and a score appears once the session ends. When late data improves an analysis, it keeps its ID and its revision goes up.

Insights and plans

Each insight is a capability your plan can include. Operations that serve one, such as vitals, stress and sleep, need a plan that includes it, or the API answers 403 feature_not_entitled. Other operations only need the right scope. The simulator has test data for every capability.

Available insights

  • Sleep stages and scoreLight, deep and REM sleep, and a nightly score.API: List sleep sessions, Get sleep summaryVitals + Movement
  • Sleep durationWhen someone went to bed, fell asleep and got up.API: List sleep sessions, Get sleep summaryPresence + Vitals
  • StressA stress indicator from heart rate variability and breathing.API: Get stressVitals
  • Recovery trendsResting heart rate and HRV across days and weeks.Vitals
  • Breathing patternsChanges in breathing rate and rhythm through the night.API: Get vitals, List vitals historyVitals
  • Fall detectionA fall, and how long someone has been on the floor.Movement + Presence
  • ActivityWalking, sitting, lying down and getting up.API: Get activity summaryMovement
  • Gait and mobilityWalking speed and how it changes over weeks.Movement
  • PostureStanding, sitting or lying, and where in the room.Presence + Movement
  • RestlessnessHow much someone tosses and turns at night.Movement
  • OccupancyWhether a room is in use and how many people are in it.Presence
  • Time in zoneTime spent in bed, on the sofa or at a desk.Presence
  • Inactivity alertsNo movement for longer than is usual for that person.Presence + Movement
  • Bed exitThe moment someone gets out of bed, before they walk off.Presence + Movement
  • Bathroom visitsHow often someone goes at night, as a count, never a picture.Presence
  • Night-time wanderingUp and walking at an hour they are usually asleep.Presence + Movement
  • FootfallHow many people come in and go out, and when.Presence
  • Skeleton trackingJoint positions for form, rehab and posture.API: Get skeletonMovementComing
  • People and petsTells a person apart from a dog or cat in the room.API: Get classificationsPresence + MovementComing
  • Vitals while movingBreathing and heart rate during activity, not only at rest.API: Get vitals, List vitals historyVitals + MovementComing