Abstract: Aspects of the subject technology relate to systems, methods, and computer-readable media for maintaining a heating, ventilation, and air conditioning (HVAC) system in a vehicle. Factors associated with operation of an HVAC system in a vehicle are monitored. Input data generated by monitoring the factors are applied to a machine learning model. The machine learning model is configured to predict a health of the HVAC system in relation to the operation of the HVAC system in the vehicle. An output of the machine learning model that is indicative of the health of the HVAC system is accessed. Information associated with a likelihood that the HVAC system will fail in relation to a specific time is identified based on the output of the machine learning model.