Application · Site operations
Site safety and workforce records from cameras you already have
This application turns existing CCTV into three connected outputs: safety observations, digital labour records without registers or biometrics, and project signals derived from how workforce deployment tracks against plan.
The problem
Site reality is recorded manually, and reported late
Construction, infrastructure, manufacturing and industrial projects still rely on attendance registers, supervisor reports and access logs. Managers cannot answer basic questions in real time: how many workers are on site now, which trades are understaffed today, whether contractors are meeting commitments, whether deployment matches progress.
Who it is for
- Project managers on construction and infrastructure projects
- EHS and safety leads responsible for site conditions
- Contract and commercial teams monitoring contractor deployment
- Plant and facility operations managers
Mechanism
How it works
No manual registers. No biometric devices. No RFID cards. No additional workforce administration.
1 — Observe
Existing CCTV feeds are analysed for worker arrivals and departures, and for safety-relevant conditions such as PPE compliance, unsafe acts and unsafe conditions.
2 — Structure
Each movement becomes a digital record associated with a worker profile, role, trade, contractor, project and location — building a complete workforce history over time.
3 — Forecast
Workforce data is compared with planned levels and project progress to surface shortages, contractor variance and completion risk.
Capabilities
Three capabilities on one feed
Safety, workforce and project outputs come from the same camera infrastructure and the same data model.
Safety Intelligence
- PPE detection
- Unsafe act identification
- Unsafe condition identification
- Incident monitoring
Workforce Intelligence
- Automated entry and exit records
- Current on-site headcount
- Trade-wise and contractor-wise distribution
- Attendance variance and utilisation analytics
- Contractor performance monitoring
- Historical workforce benchmarking
Project Intelligence
- Planned versus actual workforce comparison
- Workforce shortage detection
- Delay prediction and risk assessment
- Completion forecasting
- Resource planning recommendations
- Productivity trend analysis
Illustrative record
Architect — entered 08:05, exited 17:22, site presence 9.2 hours
Electrician — entered 08:12, exited 16:48, site presence 8.6 hours
Every movement becomes a structured record across projects, locations, contractors and time periods.
Illustrative project signal
“Current workforce deployment is below planned levels. If the trend continues, project completion may be delayed.”
Forecast precision depends on the quality of the plan data supplied and the camera coverage of the site — it is validated during deployment, not asserted in advance.
Questions buyers ask
Practical detail
Do we need new hardware?
Does this replace our attendance system?
What about worker privacy and compliance?
How does it connect to the rest of ViSNET?
Where it sits
Same chain, camera-first
This application consumes the capture layer your site already has and produces records used by workflows and forecasts.
- 01
Physical world
Bridges, plants, sites, buildings, workforce and work in progress.
- 02
Visual data capture
Existing CCTV, drones, mobile devices, sensors and VR/MR spatial capture.
- 03
ViSNET AI intelligence layer
Computer vision, spatial reconstruction and analytics that turn imagery into structured records.
- 04
Applications
Infrastructure Intelligence · MRLAYOUT · EHS & Workforce Intelligence.
- 05
Workflows and decisions
Inspection reports, attendance records, digital twins, forecasts and alerts inside existing operations.