PPE detection using CCTV uses existing cameras to check that hard hats, safety glasses, and high-visibility vests are actually being worn. Safety officers can’t patrol every corner of a large manufacturing site, and gaps in coverage are where lapses go unnoticed. Computer vision software watches live video continuously and flags infractions right away, before they lead to accidents. This supports a safety-first culture, reduces liability exposure, and shows employees that their well-being is taken seriously. Soft Designers provides AI safety software that monitors personnel through cameras to help protect them.