Site cameras that flag safety hazards as they appear - incidents prevented and compliance documented automatically.
Your current team stays. This is about the roles you haven't posted yet.
In short
AI worker safety vision analysis in construction pairs the camera and drone video system running your job sites with a decisioning layer that matches flagged events against OSHA 1926 hazard categories in real time and routes alerts to crew leads and Safety & Compliance managers before incidents become recordable. Safety officers and superintendents run the workflow; the detection system flags likely violations while humans retain enforcement decisions. It is designed specifically for construction's hazard taxonomy - fall protection, struck-by, caught-between, trenching - not adapted from retail or manufacturing models.
The Challenge
Safety incidents on job sites drive up TRIR metrics and insurance premiums, yet most Construction firms still rely on manual site inspections and superintendent observation to catch hazards in real time. Procore and Autodesk Construction Cloud track incidents after they occur, but they don't prevent them. Superintendents juggle 50+ daily tasks - coordinating subcontractors, managing RFIs, tracking schedule variance - leaving safety oversight reactive rather than proactive. Manual video review of job site footage is labor-intensive and happens days or weeks after incidents occur, if at all.
Construction firms with TRIR rates above industry benchmarks pay for it at every insurance renewal and on every prequalification form. A single lost-time incident stacks direct costs - OSHA fines, medical, lost productivity - into six figures fast, plus unmeasured reputational damage with owners and architects. For a mid-sized GC, a two-or-three incident bump in a single year can erode enough project margin to decide whether the quarter hits.
Generic computer vision tools built for retail or manufacturing don't account for Construction's unique hazard taxonomy: fall protection gaps on multi-story frames, trenching cave-in risks, forklift proximity to workers, PPE non-compliance at specific trades, and equipment guarding violations tied to OSHA 29 CFR 1926 standards. Off-the-shelf solutions lack the contextual intelligence to distinguish between a permitted work practice and a violation.
Automated Strategy
Revenue Institute builds the decisioning and integration layer that sits on top of the hazard-detection video system running your job sites - whether that's a camera-and-drone platform you already run or one you source through a vision-hardware partner - and connects it to your project management stack. We don't install site cameras or drones. We build the system that takes the hazard signal coming off that video platform, matches it against construction's actual hazard taxonomy configured to your project types during calibration - residential framing, commercial concrete, and heavy civil each carry different top risks - and routes it into Procore's API to log flagged incidents directly into safety workflows, syncing with Viewpoint Vista and Trimble to correlate hazards with crew assignments and work schedules. Our system recognizes OSHA 1926 violation categories - fall protection deficiencies, electrical hazards, struck-by risks, caught-between exposures - and prioritizes them so Safety & Compliance teams know what to act on first.
Day-to-day, superintendents and safety managers receive real-time alerts (not daily reports) when the video system flags a likely hazard. Alerts route to the responsible subcontractor crew lead via mobile notification, with photo evidence and specific location data pulled from the detection feed. The Safety & Compliance officer reviews flagged incidents in a dashboard, approves corrective action, and logs the resolution in Procore - eliminating manual site walks for every potential violation. Human judgment stays central: the detection system flags, humans decide enforcement and context.
This is a systems-level fix because it closes the gap between hazard visibility and incident response. A standalone camera-and-drone system or a manual inspection checklist doesn't connect to your project management workflow on its own. Our integration threads that hazard data through Procore, Viewpoint, and Trimble so hazards inform crew scheduling, subcontractor performance ratings, and insurance documentation - making safety a live operational metric, not a lagging indicator.
Architecture
Step 1: Your job site cameras and drone feeds - hardware you already run, or a platform sourced through a vision-hardware partner - detect a likely hazard and pass that signal to our integration layer via secure, encrypted ingestion.
Step 2: Our system matches each flagged event against 40+ OSHA 1926 hazard categories - fall protection, PPE compliance, equipment guarding, electrical safety - configured to your project types, and prioritizes the ones that need immediate attention.
Step 3: High-priority alerts trigger immediate mobile notifications to the responsible crew lead and Safety & Compliance manager, with annotated photos showing hazard location and type.
Step 4: The Safety & Compliance officer reviews the alert, approves or dismisses the flag, and logs corrective action directly into Procore; the system tracks resolution time and crew response metrics.
Step 5: Monthly hazard patterns are analyzed to identify repeat violations by crew, trade, or location, feeding into safety training priorities and subcontractor performance reviews for the next project cycle.
The scoping targets, stated as assumptions rather than promised results: reduce reportable incidents within 12 months, which is the lever behind both TRIR and what you pay at insurance renewal. The math is worth doing on your own numbers: take your last three years of lost-time incidents, price each at its direct cost - OSHA fines, medical, lost productivity - and add the premium increases they triggered. That total is what continuous hazard detection is competing against, and for most GCs running 8-12 active projects it clears the cost of the system. On top of prevention, real-time visibility cuts the superintendent hours spent on reactive site walks and shortens corrective-action closure from days to hours, which owners and architects notice.
The return compounds over 12 months as carriers see sustained TRIR improvement and adjust premiums at renewal - a lagging benefit, which is why the first-year case rests on avoided incidents and labor, not premium relief. Subcontractor safety scores become data-driven and objective, which improves bid selection and cuts disputes over performance-based contract clauses. Your actual payback depends on your TRIR baseline and premium structure, and we will tell you if the math does not clear.
Before You Build
What operators in Construction actually need to think through before deploying this - including the failure modes most vendors won’t tell you about.
The system depends on continuous video feeds from fixed job site cameras and drone footage. If your sites are running one or two low-resolution cameras covering the trailer and gate, the model has nothing useful to process. Before scoping this engagement, audit camera coverage density across active work zones - multi-story frames, trenching areas, material staging. Retrofitting camera infrastructure mid-project is expensive and disruptive, so this is a pre-mobilization decision, not an afterthought.
Alert routing to the responsible crew lead depends on accurate crew assignment data in your project management system. If subcontractor crew rosters in Procore or Viewpoint are stale, incomplete, or manually maintained by a superintendent who updates them weekly, the notification chain breaks. The AI will flag the hazard correctly, but it will route to the wrong person or no one. Data hygiene in your PM platform is a prerequisite, not a nice-to-have.
The ROI case is built on 8-12 active projects running simultaneously. A GC with one or two projects at a time has fewer incidents to prevent, less insurance premium exposure to recover, and less superintendent time to reallocate. The fixed cost of camera infrastructure, integration setup, and model tuning does not compress proportionally for smaller footprints. Sub-50-person firms or single-project operators should pressure-test the payback math against their actual TRIR baseline and premium structure before committing.
The system routes alerts and logs resolutions, but a superintendent who dismisses flags as false positives or delays Procore entries undermines the entire feedback loop. Monthly hazard pattern analysis and subcontractor performance scoring only work if resolution data is entered accurately and promptly. Change management with field leadership - not just Safety & Compliance officers - is a real implementation requirement. Firms that deploy this as a top-down compliance tool without field buy-in see alert fatigue and data gaps within 60 days.
Our system sets how aggressively it pushes mobile notifications based on the detection confidence the video platform assigns each event. Set that bar too low and crew leads receive frequent false positives, eroding trust in the tool and increasing dismissal rates. Set it too high and genuine near-miss events go unalerted. Calibration requires a tuning period using footage from your specific project types - residential framing behaves differently than heavy civil or commercial concrete work. Plan for a 4-6 week calibration window before treating alert data as operationally reliable.
A hazard-detection video system on your job sites flags likely OSHA 1926 issues in real time; Revenue Institute's decisioning layer takes that signal and alerts Safety & Compliance teams to fall protection gaps, PPE violations, equipment guarding failures, and struck-by risks before incidents occur. The system integrates with Procore and Viewpoint Vista to log hazards directly into your safety workflow, so alerts route to the responsible crew lead and superintendent simultaneously. Unlike manual inspection, this keeps coverage running across multiple job sites in parallel, catching violations that occur during shift changes or when superintendents are managing RFIs and schedule coordination elsewhere on site.
Yes. Site footage stays in your own environment under retention rules you set, and none of it trains models used by other companies - calibration configures hazard detection to your project types under written data terms specific to your engagement. OSHA documentation requirements and state safety audit protocols are treated as build inputs, so the incident records the system produces are the ones your audits already require. All Procore and Viewpoint integrations use OAuth authentication, and Safety & Compliance teams retain full audit logs of who accessed incident data and when.
Plan for a working system inside the first 100 days. Weeks 1-3 involve confirming your camera and drone coverage - yours or your vision-hardware partner's - and Procore/Viewpoint API configuration. Weeks 4-8 cover configuring hazard-category priorities for your specific trades, with your Safety & Compliance team validating alerts. Weeks 9-14 include pilot deployment on 1-2 active projects, alert tuning, and team training. A rollout like this is scoped to show measurable improvement in hazard detection and corrective-action closure within 60 days of go-live; TRIR itself moves on a longer clock because it is a trailing, annualized rate.
Detection is organized around OSHA 1926 hazard categories: fall protection gaps on frames and leading edges, PPE non-compliance by trade, equipment guarding failures, struck-by and caught-between exposures around mobile equipment, electrical hazards, and trenching risks. Which categories get priority is configured with your Safety & Compliance team during calibration, because a heavy civil operation and a commercial interiors job do not share the same top risks.
Flagged hazards write directly into Procore safety workflows through its API, and crew assignment data from Procore or Viewpoint Vista determines who gets the alert - the responsible crew lead and the superintendent, simultaneously, with photo evidence and location. Trimble scheduling data lets hazard patterns correlate with specific crews and work phases, which is what turns raw alerts into subcontractor performance data you can use at bid time. One caveat: routing is only as accurate as the crew rosters in your PM system.
All integrations use OAuth authentication and provide full audit logs. Site footage stays in your own environment, is accessible only by role, and never trains models used by other companies.
Plan for a working system inside the first 100 days - but the schedule is driven by your camera and drone infrastructure, not by our integration work. Camera coverage across active work zones is the long pole: if your sites run one camera on the trailer and gate, getting that coverage in place - directly or through a vision-hardware partner - comes before our system has a usable signal to work with. After that, the calibration window on your specific project types is what separates a tool crews trust from one they dismiss, so the pilot runs on one or two live projects before anything scales.
HR compliance questions answered instantly from your own policies - OSHA and certification rules included. Your team handles the exceptions.
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L1 tickets resolved automatically - your IT team supports the field instead of resetting passwords.
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