The AQF project aims to create disruptive tools to predict industrial emissions and air pollutants using ML. These tools offer forecasts to guide industry and citizens, support decision-making and are expected to contribute to reducing air pollution, promoting public health and achieving EU environmental targets. To achieve the proposed objectives, they are partners of Sondar.i, IST and Sondar.LAB.