The VIGIA project aims to develop a federated platform to provide smart tracking of vehicles in industrial environments inside Comunitat Valenciana. To this end, Artificial Vision and Deep Learning will be used to generate digital fingerprints of the vehicles in circulation, Machine Learning to process data sources concerning vehicles, payloads, and occupants and process automation from the data exchange perspective. On top of this, facial recognition algorithms will be employed to process identifications and Blockchain technology will be used to grant immutability and authenticity to the data.