PPE violation detection software runs on the CCTV cameras a plant likely already has, scanning footage for workers missing gloves, hard hats, or hearing protection. Busy floor managers can't watch every angle of a large facility at once, and that's usually where near-misses slip through unnoticed until something goes wrong. Automated flagging catches those gaps in real time instead of after the fact. Soft Designers has built this kind of AI monitoring so safety teams can respond immediately and use the data for targeted coaching rather than blanket rules.
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