Site-photo progress and safety monitoring
A computer-vision system designed to run over the site photos your crews already take — surfacing progress against the schedule and flagging potential safety hazards like missing PPE or unguarded edges for a superintendent to review, never to sign off on a site's safety.
An illustrative example of a system we can build — not a client engagement, and with no measured results.
The challenge
Crews already shoot hundreds of site photos, but nobody has time to review them all. Progress gets reported from memory, and a safety issue in the corner of a photo goes unseen until it becomes an incident. One walk-through a day can't catch what a jobsite generates in a shift.
How we'd build it
- We'd build a vision model tuned to your sites that reads the photos crews already capture, no new cameras or rigs required
- We'd flag progress signals against the schedule and potential hazards — missing PPE, unguarded edges, blocked egress — for review
- We'd route every detection to a superintendent or safety manager as a second look, never as an automated compliance verdict
- We'd deploy it connected to your project-management tool so flags land where your team already tracks the job
What it's designed to deliver
- Designed to turn photos crews already take into progress and hazard flags, without adding hardware or a daily upload chore
- Built to surface more than one walk-through can catch, so risky conditions get a second look sooner
- Intended to assist a human, never replace them — it flags for review and never certifies a site as safe or compliant
- Handed over as trained models and code on infrastructure you own — retrain and extend it without a per-image fee
And like everything we build, you'd own it
What to expect
No. This is an illustrative example of a system Plenaura can build — not a delivered client engagement, and it carries no measured client results. We're a pre-launch studio building our first projects, and we won't present invented case studies as real.
Yes. Like everything we build, you own 100% of the code, models, and infrastructure, deployed under your control — no vendor lock-in and no platform fees.
It's scoped per project on a timeline agreed in writing before any work starts. A single focused capability ships faster than a fully connected system; we lock scope and timeline up front so there's no open-ended drift.
Want a system like this? Let's scope it.
Tell us the problem. We'll map the system and scope it with you — or give an honest no.