Lumana has established itself as a leading enterprise AI video surveillance provider. It delivers a hybrid-cloud AI video intelligence platform spanning security, safety, and operational use cases. For EHS professionals and operations teams, it's important to identify an AI-powered solution that addresses risks related to people, vehicles, equipment, and the broader working environment. Choosing a purpose-built AI safety platform can help organizations transform their safety programs to be more proactive and drive stronger results. This guide examines eight alternatives that serve different industrial safety needs in 2026. It starts with Voxel, an AI safety solution that delivers real-time insights to proactively reduce risk, all by leveraging your existing camera infrastructure.
Voxel delivers an AI-powered site intelligence platform that transforms safety and operations across industrial work environments. Leveraging existing camera infrastructure, the platform turns everyday video footage into actionable insights that enable safer, more efficient operations. Backed by $44M in Series B funding, Voxel’s mission is to redefine workplace safety and operations using AI for the betterment of all.
Voxel's site intelligence platform delivers real-time insights to proactively reduce risk in safety and operations, all by leveraging existing camera infrastructure. Key Highlights:
Voxel's enterprise deployments show consistent, quantifiable outcomes across industries:
Voxel does not use facial recognition or identify individuals by face; facial blurring is available upon request. The platform offers role-based access with permissions configurable at the location and camera levels. This design has enabled successful deployments in union environments, including facilities working with the United Auto Workers. Multiple clients use Voxel footage for "Caught You Being Safe" recognition programs rather than disciplinary actions.
Best For: Enterprises seeking a purpose-built workplace safety platform that adapts to any site within 48 hours, delivers end-to-end site intelligence with the best AI accuracy, and scales globally across 250+ sites with expert-backed implementation and SOC 2 Type II certified security.
Protex AI focuses on behavioral workplace safety through computer vision applied to existing CCTV infrastructure. The company has raised $36M in Series B funding and emphasizes a privacy-first architecture where video processing occurs at the edge.
Protex AI's edge processing approach means most sensitive video footage stays within facility premises rather than transmitting to external cloud servers. This architecture appeals to organizations with strict data sovereignty requirements.
Best For: Organizations prioritizing on-premises video processing and those with analytics expertise to configure behavioral detection rules.
Intenseye provides real-time hazard detection with advanced analytics capabilities, targeting enterprise-scale deployments across large industrial facilities.
Intenseye positions itself for organizations requiring comprehensive safety analytics at scale, with features designed for complex multi-site industrial environments.
Best For: Large enterprises with substantial safety technology budgets seeking comprehensive analytics capabilities.
viAct offers 50+ AI safety modules designed for construction sites and high-risk industrial environments. The platform emphasizes scenario-specific detection through its viHUB dashboard.
viAct's strength lies in its deep library of construction-specific scenarios, addressing hazards unique to building sites, heavy equipment operations, and outdoor work environments.
Best For: Construction companies and contractors requiring specialized safety monitoring for building sites and outdoor industrial operations.
Visionify delivers on-premises safety AI processing with an emphasis on privacy protection and straightforward deployment.
Visionify's on-premises approach keeps all video analysis within the facility's own infrastructure, addressing data residency concerns for organizations in regulated industries.
Best For: Organizations with strict data residency requirements seeking on-premises AI processing for workplace safety monitoring.
Observia targets mid-market operations with edge processing and custom models per facility. The platform emphasizes fast pilot programs and pragmatic budgets.
Observia emphasizes quick pilot deployments that allow organizations to validate value before committing to full-scale rollouts, with customization options that adapt to facility-specific needs.
Best For: Mid-market industrial operations seeking customized AI models without enterprise-scale commitments.
Invigilo AI has deployed across 2M+ square meters of industrial space, with operational experience spanning five continents.
Invigilo AI's presence across multiple continents demonstrates experience supporting diverse industrial environments and regulatory requirements.
Best For: Organizations seeking safety AI providers with established international deployment experience.
Spot AI offers a hybrid edge-cloud video intelligence platform. The company has raised $93M in total funding, with its most recent $31M Series C led by Qualcomm Ventures.
Spot AI ships several pre-built safety-focused AI agents out of the box, covering forklift near-miss detection, missing PPE monitoring, slip-and-fall identification, and unattended workstation alerts.
Best For: Organizations seeking a camera-agnostic video intelligence platform with hybrid edge-cloud processing and pre-built safety agents.
Voxel's platform is specifically designed for industrial safety environments, with AI trained on over 5 billion hours of real-world workplace safety scenarios. The platform detects ergonomic and PPE risks aligned with your safety standards and enables coaching within the platform. It flags speeding, unsafe stops, and proximity hazards, driving preventive actions that stop accidents before they happen. Environmental controls identify spills, obstructions, and blocked exits and turn them into proactive steps that maintain safe, efficient facilities.
Voxel delivers comprehensive site intelligence that goes beyond detection. The platform instantly turns unsafe moments into assigned, trackable corrective actions. It drives accountability by assigning owners and deadlines so safety issues actually get resolved. Built-in reporting tracks action completion and shows measurable reductions, proving impact to leadership.
It takes more than a technology platform to transform safety outcomes; domain expertise is what turns technology into measurable impact. Voxel provides expert-led implementation that accelerates time to value, actionable recommendations that drive impact, and true partnership across strategy, deployment, and ongoing engagement.
Voxel achieves 95%+ detection accuracy by deploying AI models that are fine-tuned to each site’s unique environment. A hybrid cloud architecture enables continuous learning, ensuring detection quality improves as more real-world data is captured.
Speed and scalability are critical in industrial environments. Voxel's AI safety solution adapts quickly to new environments, deploys rapidly across multiple sites, and enables safety teams to scale proven practices across the enterprise to build a stronger safety culture.
Voxel's architecture, with no facial recognition, facial blurring available upon request, and configurable role-based access, has enabled adoption in unionized workplaces where surveillance technology typically faces resistance. Documented deployments include facilities working collaboratively with UAW leadership, using the platform for positive recognition rather than punitive enforcement.
Voxel is purpose-built for global operations with multi-site dashboards and standardized metrics across locations. NSG Group expanded from one pilot to over 20 global facilities. Vertical Cold Storage implemented across all facilities nationwide. This scalability demonstrates the platform's ability to deliver sustained value as organizations expand.
For EHS professionals evaluating alternatives to general security platforms like Lumana, Voxel's combination of workplace-specific safety detection, operational intelligence, and proven enterprise results makes it the clear choice for industrial environments. Explore Voxel case studies to see documented outcomes across logistics, manufacturing, and distribution operations.
Lumana is positioned as a hybrid-cloud AI video security platform spanning security, safety, and operations. Industrial facilities often require specialized capabilities to identify risks related to ergonomics, forklifts, PPE compliance, and the workplace environment. Purpose-built workplace safety platforms like Voxel are designed specifically to address these risks while utilizing existing camera infrastructure.
Privacy-first platforms that avoid facial recognition and offer role-based access controls address the primary barrier to AI adoption in unionized and regulated workplaces. Voxel's privacy-centric design has enabled successful deployments in UAW facilities, with clients using footage for coaching and recognition programs rather than disciplinary actions.
Voxel's operational intelligence capabilities deliver value beyond safety metrics. Americold achieved $1.1M in annual EBITDA savings, while Vertical Cold Storage reported 15% savings in maintenance costs and an 18% increase in employee retention. Piston Automotive identified 60% material handler utilization rates, and Port of Virginia improved safety team productivity by 85%. These operational insights, spanning cost savings, retention, utilization, and efficiency, create a business case justification that extends well beyond injury prevention alone. Understanding the full ROI of safety technology requires accounting for these compounding operational efficiency gains.
Enterprise platforms like Voxel provide expert-led implementation that accelerates time to value, with AI that adapts to your location's workflows, people, and risk profile within 48 hours. The platform delivers end-to-end site intelligence with centralized control to deploy policies across all sites in real time, eliminating data silos through flexible integrations. Voxel is SOC 2 Type II certified with privacy-first collaboration. The solution scales globally with full localization, enabling multilingual teams to work together seamlessly across the enterprise.
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