The latest BLS injury data shows that warehousing and storage recorded 4.8 nonfatal occupational injury and illness cases per 100 full-time workers, compared with 2.3 cases across private industry overall. For warehouses managing people, powered industrial trucks, inventory, equipment, and changing site conditions, video can support more than post-event review.
For logistics and supply chain operations, modern video platforms increasingly combine recording and investigation with AI analytics, remote management, alerts, and operational workflows. Industrial intelligence platforms can extend those capabilities further by using existing camera feeds to surface camera-visible safety and operational risks.
This evaluation considers traditional VMS platforms alongside industrial video intelligence solutions relevant to warehouse operations. The options were assessed based on AI capabilities, existing-camera compatibility, deployment approach, warehouse use cases, scalability, and documented results.
Traditional VMS platforms focus primarily on recording, storing, managing, and retrieving video. Those functions remain important for warehouse security and investigations, but AI analytics can add another layer of visibility by helping teams find relevant events and identify recurring patterns across camera-covered areas.
Warehouse operations combine pedestrians, powered industrial trucks, material handling, repetitive movement, storage areas, loading zones, and changing workflows. OSHA warehouse guidance identifies powered industrial trucks, ergonomics, material handling, slips and falls, hazardous chemicals, and robotics among the potential considerations in warehousing and storage environments.
Computer vision can complement established safety processes by continuously analyzing supported camera views for defined conditions. In a warehouse, those conditions can include forklift stopping behavior, pedestrian and vehicle interactions, PPE use, improper bending or overreaching, spills, obstructions, and restricted areas.
Vehicle visibility is particularly relevant in facilities with frequent material movement. OSHA’s forklift safety guidance notes that workplace type and conditions influence powered industrial truck risks, including interactions between lift trucks and pedestrians.
Ergonomics is another important area. NIOSH ergonomics guidance identifies awkward postures, lifting, forceful movement, carrying, bending, twisting, and repetitive activity among physical factors that can contribute to work-related musculoskeletal disorders.
AI-based video tools can give safety teams another source of information alongside inspections, worker observations, training, operational data, and other EHS processes.
Voxel is an AI-powered industrial intelligence platform that helps organizations proactively identify and reduce safety and operational risk. It transforms video from existing camera infrastructure into actionable insights across warehouses, distribution centers, manufacturing facilities, and other industrial environments.
Voxel has raised $61 million to date and is deployed across more than 250 sites worldwide.
Voxel connects camera-based visibility with structured action and evaluation:
Warehouse-relevant capabilities include forklift and pedestrian proximity, stopping behaviors, speeding, PPE use, pedestrian zones, improper bending, overreaching, spills, obstructions, parking duration, door activity, and other configured site conditions.
Voxel’s customer stories show measurable outcomes across industrial, logistics, and distribution environments:
These results highlight the measurable impact Voxel customers have achieved across a range of industrial environments, with outcomes reflecting each facility’s baseline conditions, safety priorities, and implementation approach.
Voxel focuses on site-related risks rather than individual identification. The platform does not use facial recognition and provides face and body blurring.
Enterprise security controls include SOC 2 Type II certification, role-based access controls, SSO, TLS 1.2 encryption in transit, AES-256 encryption at rest, and ISO 27001-certified data centers.
A documented example is Carlex Glass, where management worked collaboratively with United Auto Workers leadership around a non-punitive implementation focused on information gathering and training.
Spot AI provides a video intelligence platform that works with existing IP cameras and combines AI-assisted video analysis with cloud management and an on-site Intelligent Video Recorder.
Spot AI is relevant for warehouses that want to add AI capabilities across an existing camera estate. Its platform supports semantic video search and can use verified events to trigger response tools such as two-way talk-downs, lights, and other configured deterrents.
Protex AI provides industrial video analytics focused on safety and operational intelligence. Its platform connects to existing CCTV and uses an edge-first architecture designed to support on-premises processing and privacy controls.
Protex AI is designed specifically around industrial safety applications. Its published Marks & Spencer distribution-center case study documents an 80% reduction in incidents after the initial deployment period, alongside increased near-miss visibility.
Rhombus provides a cloud-managed physical-security platform combining video, access control, alarms, sensors, and related security workflows.
Rhombus is relevant for distributed warehouse operations that want cameras, access management, environmental sensors, and alarms within one cloud-managed platform. Its warehouse offering supports remote monitoring and centralized management across multiple facilities.
Coram AI provides a video security platform with AI-assisted search, existing-camera compatibility, access control, and other physical-security capabilities.
Coram can help warehouse security teams search large amounts of footage using descriptive queries instead of relying only on manual timeline review. Its existing-camera approach can also be relevant to facilities that want to retain compatible camera infrastructure.
Verkada provides a hybrid-cloud physical-security platform combining cameras, access control, alarms, intercoms, and environmental sensors.
Verkada suits organizations that prefer an integrated hardware-and-software ecosystem. Its current camera portfolio includes models with 10-year warranties, while Verkada Command provides centralized administration across locations.
Intenseye is an AI-powered workplace-safety platform focused on computer-vision monitoring and EHS workflows.
Intenseye processes 22 billion images daily and supports deployments across more than 25 countries. Its Core AI and Ergo AI offerings are designed to help EHS teams identify unsafe acts, conditions, and ergonomic deviations across industrial environments.
Avigilon Alta, part of Motorola Solutions, provides a cloud-based VMS with AI analytics, remote management, and investigation tools.
Avigilon Alta is relevant to warehouses seeking cloud-managed video with advanced investigation capabilities. Alta Cloud Connectors also allow compatible existing camera systems to connect with the cloud platform.
Eagle Eye Networks and Brivo merged in December 2025, with the combined company operating under the Brivo name. Brivo Eagle Eye Video provides cloud-first video management within the broader Brivo physical-security platform.
Brivo Eagle Eye Video can suit warehouse operators with mixed camera infrastructure across multiple locations. Its broad camera support can help organizations move toward centralized cloud management while retaining compatible existing equipment.
Milestone XProtect is an open-platform VMS with broad support for third-party IP cameras, encoders, recorders, and related devices. Milestone’s current Supported Device List includes more than 17,000 devices.
Milestone is suited to warehouse organizations that prioritize hardware flexibility and integrations. Its open-platform approach allows businesses to combine XProtect with a broad ecosystem of cameras and complementary technologies.
When evaluating camera-based technology for warehouse operations, Voxel adds an industrial intelligence layer focused specifically on safety, operations, and risk.
Voxel’s AI is trained on more than 5 billion hours of real-world industrial workplace scenarios. The platform can identify camera-visible conditions involving ergonomics, PPE, vehicles, equipment, and the workplace environment.
Warehouse teams can use its improper bending detection alongside capabilities for overreaching, vehicle stopping behavior, proximity, spills, obstructions, pedestrian zones, and other configured use cases.
Voxel extends beyond event identification. Its actions workflows connect selected events with recommended actions, task ownership, deadlines, follow-up, and coaching opportunities.
Executive-level reporting then gives leaders visibility into identified risks, completed actions, and measurable changes over time.
Voxel works with 95% of existing IP cameras and can deploy to a site in 48 hours using existing camera infrastructure. This risk management approach lets warehouses build on camera systems already in place while adding industrial computer vision and action workflows.
Voxel combines its technology with certified experts who bring decades of experience across safety, risk, and operations. This helps organizations connect video insights with operational visibility, site priorities, implementation strategy, and ongoing engagement.
Voxel does not use facial recognition and provides face and body blurring. Role-based access controls, SSO, encryption, and enterprise security measures support privacy-conscious workplace deployments.
Carlex Glass provides a practical example of implementation in a unionized workplace, where management collaborated with UAW leadership and focused the program on training and aggregate safety improvement.
Voxel is deployed across more than 250 sites worldwide. Its current customer stories demonstrate expansion from successful initial deployments to additional facilities, supporting organizations that want to standardize industrial intelligence across multi-site operations.
Ready to explore how existing cameras can support warehouse safety and operational intelligence? Contact Voxel to discuss site requirements and deployment options.
Video management software centralizes camera feeds and typically supports recording, storage, playback, permissions, search, and investigation. Modern VMS products can also add cloud management and AI analytics. Voxel serves a related but more specialized role. It is an industrial intelligence platform that analyzes existing camera feeds for supported safety and operational risks and connects those insights with action workflows and reporting.
Voxel can deploy to a site in 48 hours using existing camera infrastructure. It works with 95% of existing IP cameras, helping compatible facilities add industrial intelligence while building on camera systems already in place. Camera placement, field of view, network configuration, and the intended use cases should still be considered during implementation.
Yes. Voxel provides privacy features and implementation practices that can support collaborative deployment in unionized environments. The platform does not use facial recognition and provides face and body blurring alongside role-based access controls. Carlex Glass successfully implemented Voxel in collaboration with UAW leadership, with the deployment centered on information gathering, training, and positive aggregate change.
Voxel customer stories demonstrate measurable outcomes across logistics and industrial environments. Americold achieved a 70% reduction in injuries, eliminated lost-time days, and generated $1.1 million in EBITDA savings at the featured cold-storage facility. The Port of Virginia also achieved a 50% reduction in truck speeding and an 85% increase in safety-team efficiency within six months. These results highlight the measurable impact Voxel customers have achieved, with outcomes reflecting each facility’s baseline conditions, priorities, and implementation approach.
Yes. Voxel works with 95% of existing IP cameras and is designed to leverage current camera infrastructure rather than requiring a complete camera-system replacement. Its platform uses those compatible camera feeds to surface supported safety and operational conditions, organize insights, connect them with corrective actions, and measure their impact over time.
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