Indoor environments operate under continuous use, where human circulation, ventilation demand, and moisture variation create progressive environmental stress. Over time, this leads to the accumulation of contaminants and instability across indoor conditions.

Our work focuses on identifying these patterns early through structured on-site assessments, allowing facilities to understand how environmental factors behave under real operational conditions and where risks begin to form.