The subject of the project is the development of AI algorithms for the analysis of signals and video files and a prototype of the SecureEye system enabling the automatic analysis of real-time video signals recorded by cameras of monitoring systems (CCTV cameras) in order to detect events and incidents defined as security violations, law violations or analysis of events recorded by cameras, as well as the analysis of archival video files in order to search for designated persons, objects or events. The SecureEye platform will be dedicated to the automatic analysis of video signals recorded by cameras of CCTV systems used for monitoring public spaces (e.g. schools, offices, parks, urban facilities, industrial plants, construction sites, warehouses, parking lots) and private spaces (e.g. home properties). The platform will automatically detect, record and report incidents and events. The aim of the project from the business side is to offer a product that will enable the low-cost modernization of current CCTV systems to the level of automated and autonomous AI CCTV systems and the construction of new AI CCTV systems at a low cost. The platform is also to provide users with a low cost of system expansion, also in the field of energy and telecommunications. The implementation of the project results from the company's long-term development strategy. The scope of the project includes the development of modules enabling autonomous analysis of video signals using AI algorithms to detect specific events and incidents involving humans, animals and objects. The innovation of SecureEye is manifested in the fact that it will work on a low-cost computing component, automatically performing analysis of up to eight video signals to detect defined events and incidents. AI algorithms developed for SecureEye will be characterized by higher accuracy, precision in detecting humans, animals and objects compared to competing AI CCTV systems, as well as a larger database of animals and objects that AI algorithms will be able to detect. The project will consist in the implementation of industrial research and experimental development works aimed at developing an innovative solution that will respond to the identified needs of the historic buildings market. Then, as part of the pre-implementation works, activities such as the application of industrial and utility models, patent applications and trademarks to the relevant offices will be carried out, which is aimed at protecting the results of research and developed innovation. The project is consistent with the Regional Innovation Strategy of the Lubelskie Voivodship until 2030 and fits into the intelligent specializations of the Lubelskie Voivodship, i.e.: - Green economy (213 - decarbonisation of industry) - Digital security (444 - development of software and technologies related to artificial intelligence and machine learning) - Materials technologies, production and logistics processes (541 - industrial service automation)