Catalytic CO sensors operate based on the principle of catalytic oxidation. When CO comes into contact with the catalytic material, it gets oxidized to CO2. This reaction releases heat, which can be measured by the sensor. The amount of heat generated correlates with the concentration of CO, allowing the sensor to provide an accurate reading of CO levels.