Construction sites continue to be among the most dangerous work environments, with high rates of accidents caused by falls, equipment-related injuries, and unsafe behavior. Despite existing safety protocols, most construction sites still rely heavily on manual supervision, which limits the ability to monitor conditions in real time. This often results in delayed identification of hazards and slow response to incidents. Furthermore, site managers overseeing multiple projects have limited visibility into on-site safety conditions, making it difficult to consistently apply standards. Together, these issues highlight the need for a more intelligent and centralized approach to safety management in the construction industry. We propose an AI-driven Computer Vision System to monitor construction sites in real-time, improving safety compliance and providing centralized visibility to site managers. The system leverages surveillance cameras already present on-site or newly installed cameras integrated with a smart AI platform.