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Site safety score

Construction site safety score: grade your site from a photo

A construction site safety score is a 0-100 grade of the visible conditions in a job-site photo. Upload a picture of any work area and the AI identifies each visible hazard — open edges, ladder setup, housekeeping, PPE, electrical — weighs them by severity, and returns the score with a finding-by-finding breakdown referencing the OSHA standard each hazard may relate to. Scanning the same areas week over week turns the score into a trend you can put in front of a GC, an owner, or an insurer. It is free to try with no account, and it is an AI-assisted snapshot of what the camera can see — not a formal compliance rating.

Free · No account needed to scan · Results in seconds

Superintendent photographing an active concrete construction site with incomplete edge guardrails, a steep extension ladder, and scrap lumber in the walkway

A number the whole site can move

"Be safer" is not an instruction anyone can act on. A score is. When the Tuesday scan of the third floor comes back 54 because of an open slab edge and a walkway full of scrap, the crew knows exactly what drops and exactly what to fix — and when Friday's re-scan comes back 81, everyone can see the site got better. The score compresses a page of findings into a number that superintendents can compare across floors, areas, and weeks.

The comparison is where it earns its keep. One low score is a to-do list; the same area scoring low three weeks running is a management signal. Subcontractor areas can be scanned on the same standard, so the conversation moves from impressions to evidence. And because every score is backed by its finding list — each hazard referenced to the OSHA standard it may relate to — the number never floats free of the specifics behind it.

Falls remain the leading cause of construction fatalities, and fall-protection standards top OSHA's most-cited list year after year — which is why open edges and ladder problems weigh heavily in the grade. A rising score, documented weekly, is the kind of record that helps with GC prequalification, owner reporting, and the insurer conversation about your experience rating.

Why safety scoring beats subjective walk-arounds for construction compliance

Traditional construction site walkthrough notes — 'general housekeeping fair, some cords to clean up' — are difficult to act on, impossible to trend, and legally thin. OSHA compliance officers evaluating post-incident employer files look for evidence that specific hazards were identified, corrected, and documented, not general impressions. A numbered score derived from a complete finding list addresses all three criteria: it identifies each hazard by category, it creates a before/after baseline when re-scanned after correction, and it is dated and exportable in a format inspectors and insurers can read.

The scoring approach also changes crew behavior in ways general encouragement does not. When a foreman knows that the same work area is scored every Monday morning, the Friday afternoon cleanup becomes a concrete task with a measurable outcome, not an aspiration. Construction safety research consistently shows that the sites with the lowest incident rates use short, frequent, objective inspection cycles rather than longer periodic audits — which is the operational pattern that weekly or daily photo scoring enables.

Fall protection: the standard behind most construction site scoring gaps

Falls are the leading cause of construction fatalities and the most frequently cited hazard category in OSHA construction inspections. The core fall-protection standards — 29 CFR 1926.501 (fall protection duties) and 1926.502 (fall protection systems criteria) — require fall protection at six feet or more above a lower level on most construction surfaces, with specific provisions for roofing, scaffolding, leading edges, and floor openings. OSHA's fall protection citations year after year list unprotected edges and openings, lack of fall-arrest systems for workers above six feet, and improperly used or damaged equipment as the most common specific violations.

A photo-based safety score for a construction site will almost always reflect fall-protection conditions more than any other single factor — because fall exposures are both the most severe and the most visible. An open edge, a gap in scaffold guardrails, a worker without a harness above the threshold height, or a floor opening without a cover are all camera-detectable. Construction safety professionals use the fall-protection component of a site score as the leading indicator of overall site hazard management: sites that consistently score well on fall protection tend to score well across all hazard categories because the underlying management discipline is the same.

What moves a site's score

The score is severity-weighted: the hazards that hurt people most pull it down hardest.

Falls and edges

Open slab edges, missing guardrails, floor holes, ladder angle and extension, and workers at height without visible fall protection — the heaviest weights in the grade.

Housekeeping and access

Scrap and debris in walkways, blocked access routes, protruding nails and rebar, and materials staged where people move.

People and PPE

Hard hats, eye protection, and hi-vis on everyone in the frame, judged against the exposures around them.

The trend, not just the number

Re-scanning the same areas builds a week-over-week trend line — the difference between a snapshot and a safety program you can show.

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 data
Example construction site photo graded by the AI safety score

Compliance score

47

Lower means more potential hazards found

5 potential hazards found

1 High1 Medium3 locked
  • 1Worker at an upper slab edge behind an incomplete single-rail barrier

    High

    Possibly related to guardrail systems (29 CFR 1926.502(b))

    Observed condition: A single wood rail with no midrail is not a complete guardrail system — falls remain the leading cause of construction fatalities, and edges like this are why.

    Corrective action: Complete the guardrail with a midrail and toeboard, or keep workers at the edge in personal fall arrest until it is done.

    High confidence

  • 2Extension ladder set steeper than the 4-to-1 climbing angle

    Medium

    Possibly related to ladders (29 CFR 1926.1053)

    Observed condition: A near-vertical ladder puts the climber's weight behind the rails — the setup that kicks out at the base or peels away from the wall.

    Corrective action: Reset the base one foot out for every four feet of working height and secure the top before the next climb.

    High confidence

3 more findings in the full report

See every finding, fix, and OSHA reference

5 included site scans + 10 signup bonus. No credit card.

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 0-100 grade of the frame, severity-weighted so open edges pull it down hardest
  • The finding list behind the number — each hazard tied to a standard it may relate to
  • A week-over-week trend you can re-scan and export to show a GC, owner, or insurer
Live OSHA hazard analysis
Free instant AI scan
Photo 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

1

Set the scene

Start with context

Fill the frame

2–3 ft for close-ups; keep ladders, cords and workers fully in view.

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.

Try it free →

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 checklist to raise your site safety score

The findings that pull scores down most, in the order to fix them. The first four points are free — create a free account to unlock the full checklist and start scoring your own site.

  1. 1

    Close every open edge

    Guardrails on slab edges, covers on floor holes, rails on stair openings — fall exposures are the heaviest weight in any score.

  2. 2

    Fix ladder setup everywhere

    Four-to-one angle, three feet above the landing, feet on solid ground, rungs clean — ladder findings are frequent, serious, and quick to correct.

  3. 3

    Clear the walkways daily

    Scrap, cords, and staged material out of paths; protruding nails pulled or bent — housekeeping drives more findings than any other family.

  4. 4

    Cap or guard protruding rebar

    Every exposed dowel gets a rated cap or a barrier — an impalement hazard scores as severely as it reads.

8 more checklist points

Unlock the full 12-point checklist free

Create your first company account to see every point — plus 5 included AI site scans and a one-time 10-scan signup bonus. No credit card.

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:

  • Exact heights and distances behind any fall-protection or clearance finding
  • Fall-arrest anchor ratings, harness inspection dates, and tie-off adequacy
  • Hazards outside the frame — the score grades what the photo shows, not the whole site
  • Permits, training, and written programs the grade cannot see

People also ask

How is the site safety score calculated?

The AI identifies each visible hazard in the photo, weighs it by severity — imminent-danger findings like open edges pull the score down far more than low-risk housekeeping items — and grades the frame 0-100. Every score comes with the finding list behind it, each referenced to the OSHA standard it may relate to, so the number is always traceable to specifics.

Is the score an official OSHA rating?

No. OSHA does not issue site scores, and no photo tool can certify compliance. The score is an AI-assisted snapshot of visible conditions, useful for tracking, prioritizing, and reporting — a formal compliance determination still requires a qualified professional reviewing the site itself.

What is a good score?

Treat the trend as the target rather than a magic number. Scores in the 90s mean the camera found little to flag; scores in the 40s-50s usually mean at least one serious exposure is visible. The most useful pattern is the same areas scanned weekly, moving up — and staying up.

Can I score subcontractor work areas?

Yes — any area you can photograph, you can score, and every area is graded on the same standard. Many supervisors scan each sub's zone during the morning walk so the weekly safety conversation starts from the same evidence instead of competing impressions.

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.

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