Automate Job Site Safety and Compliance Monitoring

Small construction firms often rely on manual safety walks and paper checklists managed in project management software like Procore. These tools are systems of record, not systems of detection. A safety manager can log an incident in Procore's safety module, but Procore cannot watch the site and flag a missing hard hat in the first place. This approach is reactive, documenting accidents after they have already happened.

For example, consider a 15-person firm running three residential projects. The project manager visits each site daily for a 30-minute safety walkthrough, during which compliance is perfect. But 10 minutes after he leaves, a subcontractor removes his helmet in a designated hard-hat zone. This goes unnoticed. If an OSHA inspector arrived at that moment, the firm would face a fine with no record of consistent enforcement. The manual spot-check creates a dangerous illusion of security.

The structural problem is the time-sampling nature of manual oversight. A safety manager cannot be everywhere at once. Off-the-shelf security camera systems can record footage, but they lack the intelligence to interpret construction-specific scenes. They detect motion but cannot distinguish a worker wearing full PPE from one without a safety vest. This leaves firms with thousands of hours of video that is useless for proactive safety monitoring.

Syntora would start with a discovery phase to audit your existing camera hardware and define the 3-5 most critical safety violations you need to detect. This could include hard hat and safety vest usage or unauthorized entry into machine-operating zones. This audit defines the initial scope for the computer vision model and ensures the project targets your highest-risk areas first.

The technical approach would use a computer vision model like YOLOv8 as a foundation, fine-tuned on construction-specific imagery to improve accuracy. The model would process your camera streams using a Python service deployed on AWS. When a non-compliance event is detected, the system captures a timestamped image and sends an alert. This architecture is designed for low-cost operation and direct access, avoiding expensive per-camera licensing fees.

The delivered system would be a secure web dashboard showing a log of all detected safety events, complete with images and timestamps. Alerts could be configured for email or a Slack channel for immediate review by a project manager. The system can also generate weekly PDF reports summarizing compliance rates, providing clear documentation for OSHA or insurance purposes. You receive the full source code and operational runbook.