Sri Lanka’s construction industry faces a safety crisis with 2000 to 3000 annual accidents, primarily due to non-compliance with safety regulations, notably the use of personal protective equipment. This research introduces a groundbreaking mobile application that employs AI and Computer Vision to detect safety gear non-compliance among workers, issuing real-time alerts. The app represents a significant leap in construction safety standards, showcasing the potential of technology to transform the sector. With its real-time alerts, it sets a new safety benchmark, demonstrating the industry’s commitment to a safer, more prosperous Sri Lanka.