// Industry playbook / 04
Turn existing cameras into safety, progress, and traffic monitors for construction sites and public assets.
From perception to action — the outcomes our agents are measured on.
| Function | KPI | AI enhancement |
|---|---|---|
| PPE & Hazard Zone Monitoring | Recordable Incident Rate | Detect missing helmets, vests, harnesses and unauthorised entry into restricted or suspended-load zones, escalating in seconds. |
| Plant & Pedestrian Separation | Near-Miss Count | Track heavy plant and pedestrian paths to flag proximity breaches and walkway non-compliance. |
| Function | KPI | AI enhancement |
|---|---|---|
| Progress Monitoring | Schedule Variance | Automated object and activity counting per zone, compared against the plan to surface slippage early. |
| Volumetric Estimation | Material Yield Accuracy | Estimate stockpile and excavation volumes from camera and drone imagery without manual survey. |
| Function | KPI | AI enhancement |
|---|---|---|
| Traffic Analytics | Congestion & Junction Delay | Classify vehicle types, flow and queue length as virtual detectors on existing municipal cameras. |
| Violation Detection | Enforcement Rate | Red-light, speed and parking violations with ANPR and operator sign-off before any action. |
| Function | KPI | AI enhancement |
|---|---|---|
| Road & Asset Condition | Maintenance Backlog | Detect potholes, damaged signage and lighting faults from routine vehicle-mounted or fixed feeds. |
| Waste & Water Compliance | Compliance Rate | Illegal dumping alerts and water-body condition monitoring with timestamped visual evidence. |
Infrastructure projects and public assets generate enormous visual data and almost no structured insight. Vision agents close that gap by converting existing camera feeds into progress, safety and compliance events.
The same reasoning core that runs a factory line runs a construction site, a highway corridor or a municipal campus — tuned to each domain's vocabulary and oversight requirements.
// Key applications
// How the system works
Runs against installed CCTV, ANPR and mobile cameras — edge boxes only where bandwidth or latency demands it.
Define hazard zones, walkways, lanes and asset boundaries once; agents apply them continuously across every feed.
Every enforcement-grade decision carries clip evidence and an operator sign-off step, keeping outcomes auditable.
Events flow into project management, EHS, ITS and asset-maintenance platforms via webhooks and APIs.
safety escalation instead of weekly audits
new cameras required to start
evidence attached to every event
// Case snapshots
Challenge · Manual safety walks covered a fraction of the site and produced findings days late.
Challenge · A city needed junction-level flow data but had no budget for physical detectors.
// Other industry playbooks
Use cameras to catch defects, enforce PPE, and keep production lines moving with fewer manual inspections.
Track every item from dock to truck with cameras and RFID. Stop misloads, cut dwell time, and prove chain of custody.
Use existing cameras to monitor shelves, queues, and store traffic. Reduce stockouts, wait times, and shrink.
Watch pit, plant, and haul roads to enforce safety, estimate stockpile volumes, and detect process faults.
We'll map your KPIs to the agents that move them, then run a pilot on the cameras you already have.
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