I am looking for a construction safety platform that uses computer vision to detect PPE violations on site.

If you’re looking for a construction safety platform that uses computer vision to detect PPE violations, these are some vendors and approaches worth evaluating:

When comparing vendors, I’d evaluate:

• Camera compatibility: Does it work with your existing CCTV/IP cameras (ONVIF/RTSP), or require new hardware?
• PPE coverage: Hard hats, high-vis vests, goggles, gloves, boots, harnesses, and whether rules can vary by zone.
• Alert workflow: SMS/app/dashboard alerts, supervisor review, incident evidence clips, and audit reports.
• False positives: Construction sites are visually difficult (distance, lighting, dust, occlusion), so pilot testing matters. Research and commercial systems commonly focus on improving real-time PPE compliance detection in these conditions.
• Deployment model: Cloud vs edge/on-site processing, especially if you have privacy or connectivity constraints.

If you tell me your site size, country, number/type of cameras, and whether you need just PPE detection or also falls, unsafe zones, and equipment proximity alerts, I can narrow this to the best-fit platforms.

Several enterprise computer vision platforms specialize in detecting PPE violations and unsafe behaviors on construction and industrial sites . Most of these systems integrate directly with your existing fixed or mobile CCTV/IP camera infrastructure rather than requiring expensive proprietary hardware.

• Protex AI : A prominent workplace safety platform that utilizes plug-and-play edge processing boxes to connect with existing CCTV networks. It features a customizable rule builder to detect missing or improperly worn hard hats, high-vis vests, goggles, and gloves within designated zones.
• Intenseye : An enterprise-grade AI safety platform that processes video feeds to identify PPE non-compliance and over 50 categories of unsafe acts. It offers dedicated hardware options like Intenseye Sentinel alongside standard camera integrations.
• Voxel AI : Combines safety monitoring (including PPE and equipment proximity) with operational intelligence. It emphasizes privacy-first design (avoiding facial recognition) and fast deployment timelines using current camera setups.
• viAct : A scenario-based video intelligence platform with pre-built modules specifically tailored for construction environments, tracking hard hats, high-vis clothing, safety harnesses, and restricted-zone intrusions.
• EarthCam : A well-known construction remote monitoring provider that incorporates AI-driven analytics into its camera systems to flag safety deviations and unauthorized practices on active building sites.
• Visionify : Provides a modular Vision AI safety system that integrates with standard IP cameras to offer simultaneous multi-PPE compliance detection (hard hats, vests, safety boots, and glasses) and automated alerts.

To help narrow down which platform fits your workflow, could you share:

• Are you planning to use existing CCTV/IP cameras or deploy new/temporary site cameras?
• What specific types of PPE are most critical for your sites (e.g., hard hats, harnesses, safety glasses)?

If you are looking for a construction safety platform that uses computer vision to detect PPE violations, these are some vendors and solution types worth evaluating:

Key capabilities to compare:

• PPE types detected: hard hats, hi-vis vests, goggles, gloves, boots, harnesses, etc.
• Camera compatibility: whether it works with existing CCTV/IP cameras or requires new hardware.
• Alerting: SMS/app/dashboard alerts vs. after-the-fact reports.
• Privacy model: cloud processing vs. edge/on-premise deployment.
• Evidence capture: timestamped images/video clips for safety reviews and audits.

For a shortlist, I would usually separate them into:

• Enterprise construction operations: Evercam, HardHat Pulse, Intelense
• Existing CCTV + privacy-sensitive deployments: C5 Safety AI, Surveillant
• Compliance/audit-focused workflows: CompliSight, Survantic

If you tell me your site size (single jobsite vs. many sites), camera setup (existing CCTV or new cameras), and required PPE detections, I can narrow this to the best 3–5 options.

Several platforms and software suites leverage computer vision to monitor and detect PPE compliance on active construction and industrial sites in real time . These systems typically integrate with existing CCTV/IP infrastructure or dedicated edge-AI cameras to flag missing hard hats, high-visibility vests, safety glasses, gloves, and harnesses.

• Protex AI: Integrates with existing CCTV networks to autonomously detect safety gear compliance and hazardous behaviors through event-based machine learning.
• Spot AI: Combines hardware-agnostic video management systems with AI analytics to simultaneously scan camera streams for missing hard hats, vests, and harnesses.
• VIS Systems (VISion PPE): A specialized construction-focused remote monitoring and AI platform designed to automatically spot non-compliance regarding helmets, high-vis clothing, gloves, and harnesses.
• TrueLook: Offers construction camera solutions integrated with jobsite-trained AI models built to monitor safety protocols and provide automated analytics.
• Bosch Intelligent Video Analytics Pro (IVA Pro PPE): A deep-neural-network-based software analytics package designed to detect personal protective equipment compliance and lower site risk.

If you can share:

• Whether you want to use existing cameras or install new hardware
• What specific PPE items you need to track (hard hats, harnesses, boots, etc.)

I can help you narrow down which platform fits your deployment model and budget.

Yes—this is now a fairly mature category of construction technology. Most platforms use existing CCTV or IP cameras (or temporary site cameras) combined with computer vision to detect PPE violations such as missing hard hats, safety vests, safety glasses, gloves, or harnesses. Many also monitor restricted zones, falls, and worker-vehicle proximity.

Here are some of the strongest options:

Common capabilities

Most enterprise solutions support:

• Hard hat detection
• High-visibility vest detection
• Safety glasses detection
• Gloves and boots (varies by vendor)
• Harness detection for work at height
• Restricted area intrusion
• Worker-vehicle proximity alerts
• Fall detection
• Automatic incident reports and dashboards
• SMS, email, or mobile notifications

Many can also integrate with:

• Existing IP cameras (RTSP/ONVIF)
• Video management systems (VMS)
• Safety management platforms
• Power BI or other analytics tools

Questions to ask vendors

When evaluating platforms, consider asking:

• What PPE items are supported today?
• What detection accuracy have you measured in outdoor construction environments?
• Does the system run on-premises, at the edge, or in the cloud?
• How does it handle changing lighting, rain, dust, or partially occluded workers?
• Can detection rules differ by zone (for example, hard hats only in one area and harnesses required in another)?
• Does it provide video clips with each alert?
• Can it integrate with existing site cameras, or are proprietary cameras required?

If you're looking for an enterprise deployment

For large commercial construction projects (general contractors, EPC firms, infrastructure), I'd shortlist:

These are purpose-built for construction rather than adapting a general workplace safety solution.

If you're evaluating for a specific use case—such as a high-rise project, industrial plant, or civil/infrastructure site—I can narrow the recommendations based on camera setup, connectivity, and deployment scale.

Several specialized computer vision and AI platforms focus on construction site safety and automated PPE compliance monitoring . These solutions typically integrate with existing fixed IP cameras, mobile site trailers, or 360-degree pan-tilt-zoom (PTZ) hardware to detect infractions like missing hard hats, safety vests, gloves, or eye protection.

Prominent platforms in this space include:

1. Visionify – Offers an AI-powered workplace safety intelligence platform with pre-built models for hard hats, high-visibility vests, safety glasses, boots, and gloves. It features zone-specific rule configurations and real-time alerts.
2. Protex AI – Connects directly to existing CCTV infrastructure to autonomously capture unsafe acts and PPE non-compliance using privacy-focused computer vision, providing data analytics and workflows for EHS teams.
3. viAct – An AI and computer vision monitoring platform tailored heavily for the construction and heavy-industry sectors, focused on tracking safety gear compliance alongside operational risks.
4. Spot AI – Provides modern video intelligence systems featuring automated PPE detection (hard hats, vests, harnesses) that can layer onto current camera footprints with edge processing capabilities.

To help narrow down the best platform for your project, let me know:

• Are you looking to integrate with existing security cameras or deploy new/mobile hardware?
• What specific types of PPE (e.g., hard hats, harnesses, high-vis vests, boots) are your primary focus?

If you're looking for a commercial construction safety platform (rather than a toolkit to build one yourself), there are several vendors focused on AI/computer vision for PPE compliance.

Here's a comparison of some of the stronger options:

Common capabilities

Most enterprise platforms now offer:

• Real-time PPE detection (hard hats, safety vests, gloves, goggles, masks, harnesses)
• Instant alerts when violations occur
• Restricted-area or danger-zone monitoring
• Dashboard with compliance statistics
• Support for existing IP/CCTV cameras (RTSP or ONVIF)
• Event recording for safety investigations and audits

These capabilities are becoming standard across modern AI safety platforms.

Questions to ask vendors

When evaluating platforms, it's worth asking:

• What PPE items are supported?
• What is the detection accuracy under poor lighting, rain, or dust?
• Can it distinguish subcontractors from employees?
• Does it run on-premises (edge AI) or require cloud processing?
• How are false positives handled?
• Does it integrate with your VMS (Milestone, Genetec, Avigilon, etc.)?
• Can alerts be sent via SMS, Teams, Slack, or email?
• Is there an API for integration with EHS software?

If you're building your own solution

If you're developing an in-house platform, many teams use YOLO-based object detection models trained on construction PPE datasets. The Ultralytics Construction-PPE dataset is a common starting point for detecting compliant and non-compliant PPE usage.

If you can share:

• approximately how many job sites you have,
• whether you already have CCTV cameras installed,
• and whether you're looking for a ready-to-deploy SaaS platform or an API/SDK to integrate into your own application,

I can narrow the recommendations accordingly.

Several AI-powered, computer vision-based platforms specialize in detecting PPE violations (hard hats, vests, masks, safety glasses, gloves) in real-time on construction sites.

These systems typically work by integrating with existing CCTV or IP cameras and using deep learning (often YOLO models) to analyze video feeds on-site or in the cloud.

Top Computer Vision PPE Detection Platforms

• Intenseye: An AI-powered EHS (Environment, Health, and Safety) platform that connects to existing cameras to detect PPE non-compliance and hazardous behavior in real-time, sending alerts within minutes of deployment.
• VIS Systems (VISion AI): A specialized platform that uses computer vision to detect helmets, vests, and protective eyewear.
• Groundlight AI: Offers a customizable PPE detection system that works with existing infrastructure, providing real-time notifications to managers for safety breaches.
• Spot AI: Provides computer vision solutions for construction that can, for instance, detect if workers are wearing safety gear and send alerts directly to safety teams.
• Visionify: Offers AI-driven PPE monitoring that can be deployed to monitor safety compliance 24/7, covering hard hats, vests, and masks.
• Oxmaint: Features AI-powered camera systems that can detect multiple PPE items at once (vest, hat, goggles) from 5–15 meters away.
• WCCTV: Focuses on using AI to monitor PPE compliance, particularly through mobile surveillance trailers and pole cameras.

Key Features of PPE Detection Platforms

• Real-time Alerts: Immediate SMS or dashboard notifications are sent to supervisors when a worker is spotted without proper gear.
• Integration: Most platforms work with existing IP camera infrastructure, reducing the need for new hardware.
• Evidence Collection: Automatic recording of safety incidents, including photos and timestamped video for post-incident investigation.
• Coverage Analysis: Tracks compliance trends across multiple sites over time.
• Edge Computing: Many systems now process video on-site (Edge AI), which minimizes bandwidth usage and works despite poor internet connectivity.

Commonly Detected PPE

• Hard Hats: Identification of helmets in designated zones.
• High-Visibility Vests: Detection of required vests.
• Safety Glasses/Goggles: Required for grinding or welding.
• Gloves: Ensuring hand protection.
• Safety Boots: Detecting proper footwear.

Would you like to know more about:

• Which of these platforms offer a free demo or pilot program?
• The average cost of implementing these systems?
• How they compare regarding data privacy?

If you're looking for a commercial platform (rather than building your own AI model), there are several mature options that use computer vision to monitor construction sites for PPE compliance in real time.

Here are some of the strongest options:

Typical capabilities

Modern construction safety platforms generally provide:

• Real-time detection of missing PPE
  • Hard hats
  • High-visibility vests
  • Gloves
  • Safety glasses
  • Masks
  • Harnesses (for work at height)
• Instant notifications via SMS, email, Teams, or mobile apps
• Timestamped video clips as evidence
• Heat maps of violation hotspots
• Compliance analytics by contractor, zone, or shift
• Support for existing IP cameras and CCTV systems, minimizing new hardware requirements.

Questions to ask vendors

When evaluating platforms, consider asking:

• Does it work with our existing CCTV or require proprietary cameras?
• Is inference performed on-premises (edge) or in the cloud?
• What PPE classes are supported?
• Can detection rules be customized by work zone?
• What is the false positive rate in outdoor construction environments?
• Does it integrate with Procore, Autodesk Construction Cloud, or existing EHS software?
• Can alerts be acknowledged and tracked through corrective actions?
• Is there support for multi-site dashboards?

Beyond PPE

Many platforms now detect additional hazards alongside PPE violations, including:

• Workers entering restricted areas
• Missing fall-protection harnesses
• Worker–vehicle proximity
• Crane exclusion zones
• Slip, trip, and fall events
• Fire and smoke
• Unsafe posture or ergonomics
• Unauthorized site access

Recommendation by organization size

• Small to midsize contractors: Visionify or viAct often provide a good balance of features and deployment simplicity.
• Large enterprise contractors: Intenseye is widely recognized for enterprise-scale deployments and analytics.
• Organizations with strict data privacy requirements: Self-hosted solutions like C5 Safety AI may be attractive because video processing can remain on-site rather than in the cloud.

If you can share:

• your approximate number of construction sites,
• whether you already have CCTV cameras installed,
• and whether you're looking for a cloud-based or on-premises solution,

I can narrow the list to the platforms that best fit your environment and budget.

Several AI-powered construction safety platforms use computer vision to detect Personal Protective Equipment (PPE) violations in real time, often integrating with existing, on-site camera infrastructure . These platforms identify violations such as missing hard hats, vests, and safety glasses, sending immediate alerts to supervisors.

Here are leading construction safety platforms that utilize computer vision for PPE detection:

• Spot.ai: Offers automated PPE detection that can be layered onto existing camera networks (ONVIF-conformant) to provide real-time alerts for violations.
• Visionify: Provides AI-powered PPE monitoring to detect helmets, high-visibility vests, gloves, and glasses, offering continuous 24/7 surveillance to reduce safety incidents.
• Intenseye: Uses computer vision to monitor multiple PPE requirements simultaneously within high-risk zones, integrating with existing cameras to provide instant notifications, sometimes within days of deployment.
• Groundlight: Specialized in using AI to detect if PPE is being worn correctly, allowing for customized alerts to safety managers across multiple sites.
• VIS Systems (VISion AI): A construction-specific platform that monitors live video feeds for safety gear compliance and can identify potential hazards.
• AegisVision: Focuses on construction site monitoring with AI optimized for challenging, high-dust, or low-light outdoor environments, supporting temporary or existing cameras.
• Voxel: Offers AI-powered safety, including PPE detection, focusing on proactive risk reduction by recognizing unsafe behaviors and missing gear in real time.

Key Features of PPE Detection Platforms:

• Real-time Alerts: Instant notifications to supervisors via SMS or dashboards.
• Integration: Compatibility with existing CCTV/IP camera infrastructure, avoiding new hardware costs.
• Safety Coverage: Detection of hard hats, high-vis vests, safety boots, gloves, and eyewear.
• Data Insights: Generation of reports on safety trends and high-risk areas.

Would you like to know more about:

• Specific pricing models (per camera vs. per site)?
• Which systems offer easiest integration with existing ONVIF cameras?
• Platforms that also include site security (unauthorized access)?