Zero Waste Energy Group and the Prosegur Security Operations Center have collaborated jointly in the development of an IoT and Big Data project. This project will enhance and allow data based decision making and will entail cost savings and better efficiency in the operation and maintenance of different assets. Through Machine Learning, and based on the data obtained, exploratory analysis, predictions and simulations will be carried out through Digital Twins.