Indoor air quality is often discussed in terms of pollutants, ventilation rates, and filtration. And rightly so. These are the fundamentals that determine whether a building feels fresh, healthy, and comfortable or stale, stuffy, and inefficient.
Indoor environments change constantly. Occupancy, outdoor pollution, weather, room usage, and HVAC system behavior all affect indoor air quality throughout the day. That is why reliable IAQ insights do not start with AI or dashboards. They start with clean, structured, and usable data.
Modern buildings generate more data than ever, but data alone does not improve performance. The real shift in cloud-based building management is not just access to data. It is the ability to see issues in real time, understand what is happening, and act before problems escalate.
For years, indoor air quality modeling was built on physics-based methods. These approaches helped engineers estimate how pollutants move through a building, how ventilation dilutes contaminants, and how filtration improves indoor air conditions.
