An AI PPE Detection System closes the gaps that come with relying on people to audit safety compliance, gaps that show up especially on off-shifts or in less-visited corners of a plant. Beyond flagging individual violations, the system builds up trend data that points to specific shifts or zones where retraining would actually make a difference. That kind of targeted insight is hard to get from occasional manual audits alone. Softdesigners designs its camera-based systems to surface exactly that pattern-level detail.