An AI that spots OSHA hazards in photos:
a tool for big sites, or for you?

1. Why safety, and what OSHA says today

OSHA's page of most frequently cited standards, which showed "Updated: 10/5/26" when we read it on October 31, 2026, is a preliminary list for fiscal 2026 (October 1, 2025 to August 31, 2026). Fall protection in construction (29 CFR 1926.501) is first. Of the ten standards on the list, five are construction rules: fall protection (1926.501), scaffolding (1926.451), ladders (1926.1053), fall protection training (1926.503) and eye and face protection (1926.102). The page gives no violation counts, so we give none.

The rule for homes is short. Under 1926.501(b)(13), an employee doing residential construction 6 feet or more above a lower level must be protected by a guardrail system, a safety net system or a personal fall arrest system. If the employer can show those are infeasible or create a greater hazard, a written fall protection plan is allowed instead.

2. What the AI tool does, and what it costs

DroneDeploy's Safety AI is the best-known example. On its product page (read October 31, 2026) the company says it analyzes drone and camera data and flags missing guardrails, exposed edges, improper protective gear and fall hazards. Each finding is linked to an OSHA standard and carries a confidence score. It says no new hardware is needed and that it works with a 360 camera already on site: someone walks the site, the data uploads, and the report arrives "typically within minutes". The company also says that people make the final call and that the tool supplements a safety manager.

The vendor's claim, in its words: "95%" under the label "Safety risk accuracy". The page cites no method and no independent test, and we found none. Treat the number as marketing.

Price: on DroneDeploy's pricing page (read October 31, 2026) Safety AI is listed as an add-on with no price, and the product page says a "discovery session" is needed for an estimate. The only public prices on that page are for drone-mapping plans, for example $4,188 a year for the Flight & Analysis plan, which is $4,188 / 12 = $349 a month. The page does not say whether Safety AI comes with any plan. Ask before you assume.

Does it help a small contractor today? A tool that reports what is already in the photos can catch a missed guardrail. But the vendor's own materials are written for large contractors, we found no study of how often it is right, and we found no OSHA guidance on AI inspections. Whether a flagged photo changes anything in an OSHA inspection, we could not confirm.

Verdict: not worth the money yet for a crew of under 25 on single-family jobs. The expensive part of safety is not seeing the hazard, it is fixing it before the next person climbs.

3. The cheap version that already works

OSHA runs an On-Site Consultation program. Its page (read October 31, 2026) calls it "no-cost", "confidential", "separate from OSHA enforcement" and "primarily for smaller businesses", delivered by state agency or university consultants. The page does not say what happens if a serious hazard is found and not fixed, so ask your state consultation office for the terms before you book.

A phone camera and a habit cover the rest: a dated photo of the guardrail or anchor point before roofing or second-story work starts, kept with the job. That is your record whether or not an AI ever reads it.

This week

1. 01Write one line for every job above 6 feet: what protects the crew (guardrail, net, harness and anchor) and who checked it.
2. 02Take one dated photo of the setup before the work starts, and keep it with the job.
3. 03Find your state's On-Site Consultation office on osha.gov and ask what a visit involves.
4. 04If a vendor offers an AI safety tool, ask three questions: the price in writing, the independent test, and who owns the photos.