Prove the advantage before scaling the commitment.
The objective is not more data. It is to establish whether an intervention produces a real, attributable and material result.
Evidence & Validation
How is an intervention tested?
Define → Predict → Measure → Compare → Decide
What actually changed — and why?
TopSense™ — incident and environmental state. LightTrace™ — optical and local intervention evidence. PowerSense™ — electrical and thermal photovoltaic response.
What does the evidence justify doing next?
Question → Feasibility → Baseline → Validation → Attribution → Decision
01
Define the decision
Start with the decision and the claim that matters.
02
Predict and measure
Use modelling where useful, then measure the conditions and response.
03
Compare with a reference
Separate intervention effects from weather, temperature and operating conditions.
04
Decide next step
Possible outcomes include progress, redesign, measure again, narrow the claim, defer or stop.
Why use treated/reference validation?
Where a physical intervention is tested, treated/reference methods can help separate intervention effects from weather, temperature, operating conditions and other confounders. The study design should match the decision being made.