AI PPE Compliance Monitoring: What Cameras Can and Can't See
How AI video checks hard hats, vests and other PPE on existing cameras, where it is reliable, where it is not, and how to run a fair pilot.
PPE rules are easy to write and hard to enforce. A supervisor sees one aisle at a time; a camera network sees all of them. AI video analysis can turn that coverage into alerts, but only for the equipment a camera can actually see. Here is a practical view of what works.
Why PPE compliance is worth automating
OSHA's maximum penalty is $16,550 per serious violation and $165,514 per willful or repeated violation, unchanged for 2026. Eye and face protection in construction (29 CFR 1926.102) was #9 on OSHA's most-cited list in fiscal 2025, with 1,965 citations. The injuries matter more than the fines: NIOSH found that traumatic brain injuries accounted for 25% of construction deaths from 2003 to 2010.
What typical ceiling cameras see well
- Hard hats. A rigid, brightly colored shape on top of a person is one of the easiest things for a model to check from above.
- High-visibility vests. Large, high-contrast and designed to be seen, which is exactly what makes them easy for a camera too.
- Presence in a zone. Whether someone is inside a hard-hat area, a forklift lane or a loading zone is a geometry question, and cameras answer it well.
What depends on the camera
- Safety glasses and goggles are small and often hidden by a hat brim. They need a closer, sharper view.
- Gloves are visible when hands are in view and the camera is close enough.
- Steel-toed boots usually cannot be told apart from ordinary boots on video. Treat footwear as a policy question, not a camera one.
Setting rules that people accept
- Set requirements by zone. A vest-only zone should not raise hard-hat alerts.
- Send alerts to the people who can act. The supervisor on that floor, with the clip, not a weekly report.
- Coach rather than punish. Use trends by area and shift to find where rules are unclear or equipment is missing.
- Be clear about privacy. A PPE check does not need to know who someone is. Tell your workforce what is detected and why.
ElectricEye checks hard hats, vests and other required PPE on existing cameras, with zone-specific rules and a clip for every alert. See PPE and hard-hat compliance monitoring.