ConductVision Enterprise
ConductVision checks every worker in camera view for the hard hat, vest, goggles, gloves and mask their zone requires, and logs each gap with its clip.
5 detectionsConductVision detections on this photo.
PPE Detection is designed to monitor workers in real time to verify that required personal protective equipment is being worn. The system identifies hard hats, high-visibility vests, safety goggles, gloves, and respiratory protection across multiple camera feeds simultaneously. Rather than relying on periodic manual inspections, continuous monitoring can catch the moment equipment is removed or forgotten. The platform supports custom PPE types through transfer learning, accommodating site-specific requirements. It is built for environments subject to occupational safety standards.
Outcomes
A walk-through audit sees each work area for a few minutes a shift, and equipment comes off in the hours between.
Gaps no one sees go uncorrected, and the audit log overstates how often crews are protected.
A spot check gives a pass or a fail for one moment, not a rate.
Without a rate by zone and shift, a safety team cannot tell whether coaching or a rule change worked.
A welding bay, a forklift aisle and a gowning room each need different equipment.
One rule for the whole site floods supervisors with alerts that do not apply.
A talk about a violation hours later, with no footage, turns into a disagreement.
Repeat gaps at the same station take supervisor time and keep the risk in place.
What the model sees
ConductVision detections on this photo. Photo: Yair Haklai, CC BY-SA 3.0, cropped.
ConductVision detections on this photo. Photo: Oregon Department of Transportation, CC BY 2.0, cropped.
Endpoints
Each endpoint is defined before the pilot starts, with what is counted, its unit and how the results are broken down.
| Endpoint | How it is counted | Unit | Broken down by |
|---|---|---|---|
| PrimaryPPE compliance rate | Share of worker-minutes in PPE-required zones with every required item worn. | Unit:% | By:Zone, shift, item |
| SecondaryViolation rate | Missing-item events that outlast the grace period, per 100 worker-hours in PPE zones. | Unit:events per 100 worker-hours | By:Zone, shift |
| Time to correction | Minutes from the start of a missing-item event to the first frame with the item back on or the worker out of the zone. | Unit:minutes (median) | By:Zone, item |
| Repeat hot spots | Share of all events that fall in the five zone and hour slots with the most events. | Unit:% | By:Week |
Each pilot measures ConductVision on your own footage against a sample checked by hand, before anyone relies on its numbers.
Alert precision
Share of missing-item alerts that a reviewer confirms in a hand-checked sample of alert clips.
% · by camera, item
Recall
Share of missing-item events found by a reviewer in sampled footage that ConductVision also flagged.
% · by camera, item
False alerts
Alerts a reviewer rejects, per camera per day.
alerts per camera-day · by camera
How it works
Connect
Use existing site surveillance cameras or add purpose-mounted cameras at entry gates, work zones, and high-risk areas. The system works with any IP camera delivering at least 720p resolution.
Analyze
The model simultaneously detects workers and the PPE items they are (or are not) wearing. Each person is assessed against the zone-specific PPE requirements configured for that camera view.
Act
When a worker enters a zone without required PPE, the system sends an alert to the safety supervisor with a snapshot and the specific items missing. All compliance events are logged for reporting.
What it detects
Person
Each worker in view, the unit every PPE check applies to
Hard hat
Worn, or missing on a worker in a hard-hat zone
Safety vest
Worn, or missing on a worker in a vest zone
Goggles
Worn, or missing where eye protection is required
Gloves
Worn, or missing where hands handle material or tools
Mask
Worn, or missing where respiratory protection is required
Ladder and safety cone
Located in the scene, for work-at-height and cordon rules
Features
Use cases
Construction sites have varying PPE requirements across zones and trades. Continuous monitoring can ensure that workers wear the correct equipment as they move between different risk areas.
Factory floors require specific PPE near machines, chemical storage, and assembly areas. Automated detection can catch workers who forget to don required equipment after breaks.
Refineries and drilling sites have strict PPE requirements that vary by hazard zone. Camera-based monitoring can supplement manual safety patrols in hard-to-access areas.
energychemical
Underground and open-pit mines require continuous PPE monitoring in environments where conditions change rapidly. The system is designed to operate under challenging lighting and dust conditions.
Food facilities require hairnets, gloves, and sometimes face shields in processing areas. Detection can ensure hygiene compliance is maintained throughout production shifts.
food processingmanufacturing
Research laboratories require goggles, gloves, and lab coats in specific areas. Automated monitoring can support laboratory safety officers in maintaining compliance with institutional protocols.
researchpharma
The challenge
Manual PPE spot-checks are infrequent and inconsistent, leaving gaps where workers operate without required protective equipment.
How ConductVision helps
ConductVision can continuously verify that workers are wearing required PPE such as hard hats, high-visibility vests, safety goggles, and gloves. Non-compliance can trigger real-time alerts to supervisors, and violation trends can be aggregated into compliance dashboards for management review.
The challenge
Falls are among the leading causes of workplace injury, yet they often go unnoticed for minutes, delaying medical response.
How ConductVision helps
The platform can detect sudden postural changes consistent with falls and immediately alert safety personnel. Response time data can be logged automatically, and recurring fall locations can be flagged so environmental hazards like wet floors or uneven surfaces can be addressed proactively.
manufacturinglogisticshealthcare
The challenge
Workers sometimes enter dangerous areas around heavy machinery, chemical storage, or high-voltage equipment without following lockout/tagout procedures.
How ConductVision helps
ConductVision can define virtual exclusion zones around hazardous areas. When a person enters a zone during restricted periods or without required PPE, the system can generate alerts and trigger local alarms to warn the worker directly.
The challenge
Forklifts operating in pedestrian areas create collision risks, and near-miss incidents frequently go unreported.
How ConductVision helps
The platform can track forklift and pedestrian positions simultaneously, identifying converging paths and near-miss events. Alerts can notify operators and warehouse managers of dangerous proximity, while historical data can reveal high-risk zones that benefit from layout changes or traffic controls.
logisticsmanufacturingretail
The challenge
Work in confined spaces like tanks, silos, and utility vaults carries elevated risks, and rescue teams need immediate notification if a worker becomes incapacitated.
How ConductVision helps
ConductVision can monitor confined space entry points, tracking the number of workers inside and detecting signs of distress or prolonged inactivity. If a worker collapses or fails to exit within the expected timeframe, the system can alert rescue personnel with the exact entry point and elapsed time.
constructionoil gasinfrastructure
The challenge
Repetitive strain injuries develop gradually and are difficult to identify through periodic ergonomic audits alone.
How ConductVision helps
The platform can analyze worker posture and repetitive motions over time, identifying roles and workstations with elevated ergonomic risk. This data can help safety teams redesign workflows, adjust equipment heights, and rotate workers through tasks to reduce cumulative strain.
manufacturinglogisticshealthcare
The challenge
Industrial fires can start from hot work, electrical faults, or chemical reactions, and traditional smoke detectors may respond too slowly in large open spaces.
How ConductVision helps
ConductVision can flag visible smoke and flame signatures for review, including in high-bay environments where ceiling-mounted sensors are hard to place. The system can pinpoint the fire location on facility maps and trigger alerts before conditions become life-threatening.
manufacturingconstructionlogistics
The challenge
During evacuations, safety officers lack real-time visibility into whether all areas have been cleared and where bottlenecks are forming.
How ConductVision helps
The platform can track evacuation flow in real time, identifying areas where people remain and exit routes that are congested. Safety coordinators can see a live overview that enables them to redirect evacuees and confirm all zones are clear before declaring the facility safe.
manufacturingconstructionhealthcare
Technical overview
Accuracy and speed are measured on your footage and cameras during the pilot, and reported with the conditions they were measured under.
Industries
Watches stations, robots and crews across the factory floor.
Tracks PPE, people and heavy equipment across the jobsite.
Watches crews, trucks and equipment at plants, well pads and tank farms.
Tracks people and protective gear in laboratories and field stations.
Tracks haul trucks, excavators and crews across the pit.
Related
Counts and tracks people in each camera view, by zone and hour.
Tracks posture, waiting and movement from pose keypoints in public spaces.
Flags visible flame and smoke in camera views, with a clip of each event.
Pilot
A pilot takes one prioritized outcome, runs on your cameras, reports the endpoints above and ends with a results review and a decision.
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