What exactly is an air quality monitor?
I've worked a lot with water quality monitors in the past and these tend to be collections of discrete sensors.
The sensors would be chosen according to what type of water is being monitored.
Drinking water might typically be monitored for temperature, conductivity, pH, turbidity, colour, chlorine.
Waste water, often poorly monitored, might include temperature, conductivity, turbidity. Larger treatment works might include ammonia, phosphate and oxygen demand, but all need calibration and regular specialised maintenance. Expensive to buy and operate.
In both cases, a far wider range of parameters would be measured in labs.
On-line monitoring for water, especially waste water, is notoriously difficult because of difficulties with fouling.
What would you want from an air quality monitor? Dust and particulates? Specific pollutants like hydrocarbons, sulphur dioxide, nitrogen oxides. In critical industries you might want oxygen level, flammables, toxics like hudrogen suplide, carbon oxides levels.
In every case, quality control of measurements is crucial, particularly calibration and use of standards.
Going to be difficult at less than professional level.