Patient / Resident
Wearable device
Temperature trend · activity · presence
RTLS
Current location · room occupancy · movement
Care requirements
Temperature preference · mobility · environmental restrictions
Environment
Location
Room · facility zone · orientation
Weather
External temperature · humidity · sunlight · forecast
Building
HVAC status
Current modes · setpoints · indoor temperature
Smart meters
Readings · electricity demand · peak proximity
Device availability
Blinds · fans · gateway health
AI Decision Engine
Vendor-agnostic · continuously re-evaluated
Outputs
Priority hierarchy
- 1Resident safety
- 2Care requirements
- 3Comfort
- 4Energy cost optimisation
Energy optimisation can never override safety or care requirements.
Decision example
Margaret Wilson — Room 203
Inputs
Resident
Margaret Wilson
Location
Room 203
Room temperature
25.8°C
Outside
33°C
Solar load
High
Resident status
Resting
Preferred range
24–26°C
Electricity demand
Near peak
AI decision
- • Close west-facing blind to 75%
- • Keep AC at 25°C
- • Fan ON — Low
- • Avoid reducing AC setpoint to 23°C
Maintains resident comfort while avoiding approximately 0.6 kW of additional cooling demand.
Estimated saving
$0.19 / hour
Confidence
92%
Human approval queue
Routine adjustments apply automatically. Changes over 2°C, multi-room actions, care-sensitive zones and amenity changes are held here.
Automation level
CautiousSmall single-room adjustments run automatically. High-impact changes wait.
Care-critical changes always stop for a human decision, at every level.
3 changes waiting for your approval
Small adjustments run automatically. Large or care-sensitive changes stop here first.Raise setpoints across South Wing by 3°C
20 rooms · 20 residents
24°C → 27°C for 90 minutes
Forecast demand 96 kW against a 90 kW network peak threshold at 15:00.
Multi-room change greater than 2°C — requires facility manager approval.
Reduce cooling in Clinical Area
Clinical Area · 4 residents
23.8°C → 25.5°C
Low occupancy detected and clinical rounds finished 20 minutes ago.
Care-sensitive zone — energy optimisation cannot proceed without care staff sign-off.
Close all west façade blinds to 100%
West Wing · 18 blinds
70% → 100% closed until 17:30
Extreme solar load forecast, outdoor peak 34°C at 15:00.
Full blackout of resident rooms — daylight amenity change needs approval.
Recent AI actions
Room 203 switched to Eco Mode
Resident left the room 18 minutes ago (RTLS + wristband presence).
AC setpoint adjusted 24°C → 27°C
West Wing blinds closed to 70%
High afternoon solar load detected on west-facing façade.
12 motorised blinds moved to 70% closed
Dining Area pre-cooling
31 residents expected to arrive within 20 minutes (activity schedule + RTLS trend).
AC pre-cool started ahead of occupancy peak