A real-time PPE detection system uses cameras that, in a lot of plants, are already installed and doing very little beyond basic security footage. Manual safety walk-throughs only capture a snapshot, a few minutes here and there, leaving long stretches of a shift where nobody's actually checking whether workers near hazardous equipment have their gear on. AI-based vision analysis watches continuously instead, flagging the moment someone enters a high-risk zone without a helmet, vest, or eye protection. Softdesigners' real-time PPE detection system is built for this kind of ongoing coverage, aiming to cut down on preventable incidents and build a safety culture that doesn't depend on who happens to be watching.