The healthiness of environments where air distribution, purification, and treatment systems are present also depends on the control and cleanliness of ducts. To increase the quality of Alisea's service and enable optimal management of interventions, we supported the company in the development of Remotair®, a system that combines Machine Learning and IoT capabilities, taking duct video-analysis activities to the next level.