SENTINELA is an Artificial Intelligence, Machine Learning and Multivariate Statistics platform, owned by Beyond Mining, composed of algorithms and mathematical models, translated into an interface, capable of collecting, interpreting, and evaluating the stability of urban slopes. It is divided into specific modules for different types of applications in routine mining operations, among others. Modules can be customized and adapted, generating other derivatives of the platform. It was developed for use by Civil Defense teams in the State of Minas Gerais.