Schools have a measurable problem that smart sensors are unusually good at solving: carbon dioxide in a full classroom rises to levels that demonstrably reduce concentration, and nobody in the room can feel it happening.
This category covers air quality and ventilation, heating a building that is empty half the year, access and safeguarding, and how to fund and justify the work in an environment where every euro is contested.
Thirty children and a closed door produce readings above 2,000 ppm within a double period. Here is how to measure it credibly, and why a traffic light beats automation as a first step.
A room where children cannot reliably hear the teacher affects every lesson taught in it. The research is unusually clear and the fixes are unusually cheap.
Most classrooms are lit to a standard nobody has measured. Get the level and the glare right first — automating inadequate lighting just means it is inadequate on a schedule.
Thirteen weeks of holidays, six-hour days, and heating schedules that depend on somebody remembering. The largest savings here are free.
Knowing who is in the building matters more than locks. Escape routes override every security preference. And a lockdown signal that sounds like a fire alarm is dangerous.
An instrumented building is a live dataset about a place students know intimately. It is also the argument that unlocks funding a facilities proposal never will.
The technical part is rarely the obstacle. Four audiences, two budget categories, and the difference between a request and a finding.