1
Set the scene
Start with context
Fill the frame
2–3 ft for close-ups; keep ladders, cords and workers fully in view.
PPE violation detection
PPE violation detection from a job-site photo
PPE violation detection means automatically spotting missing or incorrect personal protective equipment in a photo. Upload an image of a worker or crew and OSHA Scan's AI checks for the protection the scene appears to require — hard hats, eye protection, hi-vis clothing, and hearing protection — flags anyone who appears to be missing it, references the OSHA standard it may relate to, and suggests a fix. It gives supervisors a fast, consistent way to catch the PPE gaps that lead to preventable injuries, without singling anyone out by hand. It reports what is visible in the frame and is an AI-assisted preliminary review, not a formal compliance determination.
Free · No account needed to scan · Results in seconds
Consistent PPE checks without the awkwardness
Everyone knows PPE matters, but enforcing it is uneven — a supervisor catches one missing hard hat and misses another, and calling people out one by one is uncomfortable and easy to skip. PPE violation detection makes the check objective: the photo shows what the photo shows, and the report flags the gaps consistently, so it is about the condition rather than the person.
A supervisor can photograph a crew at the start of a task and immediately see who appears to be missing required protection for that area. It is useful for toolbox talks, quick spot checks, and documenting that PPE was in place before work began — a fast, repeatable habit rather than an occasional crackdown.
PPE enforcement: the standard that puts documentation first
OSHA's personal protective equipment standard (29 CFR 1910.132 for general industry; parallel provisions in 1926 Subpart E for construction) requires a written hazard assessment, documented certification of that assessment, and documented employee training — not just the presence of PPE in the workplace. Inspectors routinely ask for the hazard assessment first; if it doesn't exist, the absence of documentation becomes the citation, regardless of whether workers are actually wearing adequate protection. The standard also requires the employer to select PPE that fits each affected employee, which makes generic 'PPE required in this area' signage insufficient on its own.
PPE enforcement is part of OSHA's general industry and construction site-inspection protocol, and violations are frequently cited as part of broader inspections triggered by complaints or incidents. Because PPE is the last line of defense in the hierarchy of controls — after elimination, substitution, engineering controls, and administrative controls — documented PPE selection and use becomes particularly important in worksites where engineering controls are not feasible. Photo-documenting crews wearing the correct PPE for the task creates a contemporaneous record that the hazard assessment's conclusions were implemented, not just filed.
PPE the scanner checks for
The common protective equipment it looks for, based on what the scene appears to require.
Head protection
Missing hard hats in areas where the photo shows overhead work or a struck-by exposure.
Eye & face protection
Absent safety glasses or face protection around cutting, grinding, and similar visible tasks.
High-visibility clothing
Workers without hi-vis where equipment traffic or a roadway makes visibility important.
Other visible PPE
Hearing protection and similar equipment where the scene suggests it is needed, flagged as visible.
Demo: the report a scanned photo comes back with
Scan a photo like the one above and this is the report you get — score, findings, OSHA references, and fixes. It is an illustrative example, clearly marked — not live scan data.
Example report
Illustrative — not live scan dataCompliance score
48
Lower means more potential hazards found
5 potential hazards found
1 High1 Medium3 locked
1Worker without a hard hat in an overhead-work zone
HighPossibly related to head protection (29 CFR 1926.100)
Observed condition: Falling tools or materials can cause serious head injuries where overhead work is happening.
Corrective action: Provide and require a hard hat before the worker re-enters the area.
High confidence
2No visible eye protection near an active work area
MediumPossibly related to eye and face protection (29 CFR 1926.102)
Observed condition: Flying particles and debris can cause eye injuries during cutting, grinding, and similar work.
Corrective action: Confirm the task requires eye protection and provide safety glasses or a face shield.
Medium confidenceNot fully clear from the photo — verify on site.
AI-generated analysisThese findings are potential hazards flagged by AI from a single photo. They are a starting point for your own review — not an official OSHA determination. Verify conditions on site with a qualified person before acting.
Try it free
Now scan your own photo — free
Upload a photo like the one above and get a compliance score and hazard count in seconds. No account needed to scan — create a free account to unlock the full report.
- A per-worker PPE read — missing hard hats, absent eye protection, no hi-vis in frame
- The OSHA standard each gap may relate to, with a fix and a confidence level
- A dated report you can keep as a record PPE was checked before work began
Live OSHA hazard analysis
Free instant AI scanPhoto scan — no account neededVideo walkthrough scan — free account
1Upload photo
2AI analysis
3See report
Use the real site or facility name. If you save the scan after signup, it becomes the report name.
Three angles, one deeper scan
Only the wide shot is required — every extra angle gives the AI more places to look.
Required: Set the scene — one wide shot lets the AI sweep the whole area at once
Stand at the entry point and capture corner to corner: floors, ladders, scaffolds, and everyone at work
or choose from your library
Drop a job-site photo or walkthrough video
Click to upload, drag & drop, or snap a photo on site. Photos scan free in about 15 seconds — no signup, no card. Video walkthroughs (up to 3 min) run on a free account.
Results in ~15sReferences relevant OSHA standardsPrivate - deleted in 48h unless you save it
Accuracy boosters
Small habits, sharper scans
2
Capture clearly
Make the frame usable
Light it right
Keep the sun or lights behind you — glare and shadows hide hazards.
Tap to focus
Tap the hazard on screen and hold still one second — blur can't be flagged.
3
Choose the useful view
Give the AI room to understand
Go landscape
Turn your phone sideways — a wider frame catches more of the scene.
No job-site photo handy?
or scan with video
Only upload photos you have permission to use, and avoid images showing personal, customer, or confidential information. Demo photos and results are held privately for up to 48 hours so you can save them to a free account; unclaimed photos are deleted automatically. Results are an AI-assisted preliminary review, not an official OSHA determination.
New: Video walkthrough scans
Record up to 3 minutes of your site — the AI extracts frames and flags every hazard with exact timestamps. Free account required.
Get the best results
Wide shot first
Stand at the entrance and photograph the entire work area so AI sees the full context
Hazard areas
Photograph elevated surfaces, equipment, electrical panels, and anywhere workers are active
Close-ups last
Move in close on anything damaged, missing, or that looks risky — the AI catches more detail
The 12-point PPE compliance checklist
Check what the crew is actually wearing against what the task requires. The first four points are free — create a free account to unlock the full checklist and scan your own crew photos.
- 1
Hard hats in overhead-hazard areas
Head protection worn wherever material, tools, or work happens overhead — brim forward, shell undamaged, suspension intact.
- 2
Eye protection matched to the task
Safety glasses as the baseline, goggles for dust and chemicals, and a face shield over glasses for grinding and cutting.
- 3
High-visibility clothing near traffic and equipment
Class-appropriate hi-vis anywhere vehicles or mobile equipment operate — clean enough and bright enough to actually be seen.
- 4
Hearing protection in high-noise zones
Plugs or muffs wherever noise forces raised voices at arm's length — and doubled up for the loudest tools.
What the AI can and can't detect
OSHA Scan reads a single photo. That makes it fast and easy for anyone on site — but it also means it has real limits. Here's an honest look at both.
What it can catch from a photo
- Missing or incorrect PPE that is visible in the frame
- Unprotected edges, open holes, and visible fall hazards
- Housekeeping, trip, and blocked walkway or exit hazards
- Visible electrical, struck-by, and equipment-guarding hazards
What a photo can't tell it
- Hazards hidden from view or anything outside the photo
- Exact heights, distances, weights, or measurements
- Training records, procedures, or how equipment is actually used
- Full legal compliance or an official OSHA pass/fail determination
OSHA Scan gives an AI-assisted preliminary review from a photo. It does not replace an on-site inspection by a qualified safety professional, and a compliance score is not an official OSHA determination.
Always confirmed by a person on site
A scan is a fast first look, not the final word. Before treating this kind of area as safe, a competent person should still confirm:
- Whether the PPE present is the correct type and rating for the actual task
- PPE that may be worn but not visible from the camera angle
- The specific PPE the job hazard analysis requires for that work
- Any worker outside the frame or obscured by equipment
People also ask
How does AI detect PPE violations in a photo?
The vision model identifies people in the image and checks for the protective equipment the scene appears to require — hard hats, eye protection, hi-vis, and more. It flags anyone who appears to be missing it and references the OSHA standard it may relate to. Because it works from what is visible, it reports appearance, not certainty.
Can it tell if the PPE is the correct type?
It is best at detecting presence or absence — for example, whether a hard hat is being worn. Confirming that the specific type and rating match the task (the right gloves, the right respirator) still requires a person who knows the job hazard analysis for that work.
Is PPE detection a compliance guarantee?
No. It is an AI-assisted preliminary check to help you catch obvious gaps consistently. It reports what is visible in a single frame and is not a formal compliance determination — required PPE and enforcement remain the employer's responsibility.
Reviewed by OSHA Scan Editorial
Last updated August 29, 2026
This content is produced by the OSHA Scan Editorial team and reviewed with AI assistance. It is general safety information, not legal or compliance advice. OSHA Scan is an independent tool and is not affiliated with, endorsed by, or certified by OSHA or the U.S. Department of Labor.
Free PDF checklist
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33 critical checks across 7 categories — the same visible gaps the AI scanner looks for. Sent to your inbox as a free PDF.
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