Assaia has established itself as a notable player in AI-powered airport operations, using computer vision to monitor aircraft turnarounds and ground handling workflows. With one forecast (IndustryARC) estimating the AI-in-aviation market could reach about $13.3B by 2030, though published estimates vary widely by definition and methodology, organizations across aviation and industrial operations are evaluating platforms that can transform existing camera infrastructure into actionable intelligence. For operations teams prioritizing workplace safety alongside efficiency, choosing a purpose-built AI safety platform can help transform safety programs and deliver measurable results. This guide examines seven alternatives serving different operational needs in 2026, starting with Voxel, a site intelligence platform that delivers real-time insights to proactively reduce risk while leveraging existing camera infrastructure.
Voxel delivers an AI-powered site intelligence platform that transforms safety and operations across industrial work environments, including ports and terminals. 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, including port operations:
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: Organizations across aviation, ports, logistics, and manufacturing seeking a purpose-built workplace safety platform that adapts to any site within 48 hours, delivers end-to-end site intelligence with high AI accuracy, and scales globally with expert-backed implementation and SOC 2 Type II certified security.
Schiphol Deep Turnaround is an AI-powered turnaround monitoring system developed by Schiphol Airport in collaboration with Eindhoven Airport. The system uses apron-mounted cameras to monitor turnaround tasks in real time, with AI models that detect the start and end of each task automatically.
As an airport-developed system rather than a third-party vendor offering, Deep Turnaround demonstrates how aviation operators can build in-house AI capabilities. The collaboration between major European airports enables shared best practices and continuous improvement.
Best For: Airports interested in developing proprietary AI turnaround monitoring capabilities or seeking proven implementations from peer organizations.
INFORM Software brings decades of aviation expertise to ground operations optimization. The company offers AI-powered solutions for ground handlers, addressing areas such as predictive maintenance and intelligent task allocation.
INFORM positions itself as a comprehensive ground operations platform rather than a turnaround-specific tool. The company hosts the AI Aviation Summit, demonstrating thought leadership in applying artificial intelligence to aviation challenges.
Best For: Ground handlers and airport operators seeking a comprehensive operations management platform with AI capabilities layered onto proven legacy systems.
ZestIoT positions itself as an AI platform specifically targeting aircraft turnaround and resource management. The company emphasizes enhancing Aircraft Turnaround and Resource Management while improving the passenger journey.
ZestIoT actively engages with the aviation community through industry events and thought leadership on AI adoption challenges, helping airports understand how to implement AI for turnaround management effectively.
Best For: Airports and airlines seeking a focused AI solution for turnaround and resource management with an emphasis on practical implementation.
Neural Lab offers AI-driven airport operations optimization with a focus on baggage transfers and staff scheduling at airport hubs.
Neural Lab's platform delivers significant staff savings and improved on-time performance through intelligent resource allocation. The AI identifies patterns and generates recommendations that help operations teams make better decisions under pressure.
Best For: Airports seeking AI-native solutions for baggage handling and staff optimization with a focus on operational efficiency.
QOCO Systems delivers AI-supported aviation solutions with a focus on maintenance, tooling control, and data exchange. The company has established partnerships with major airlines, including Finnair's implementation of MROTools.io for digital tool management.
QOCO's solution set centers on MROTools, Aviadex, EngineData, and Assignment, providing airlines and MROs with digital tooling management, automated data exchange, and planning visibility. The platform supports audit trails and compliance workflows, including tooling traceability.
Best For: Airlines and MRO organizations seeking AI-powered maintenance optimization with digital tooling control and data exchange capabilities.
Transoft Solutions offers AeroCENTRAL, an airport operations management platform with a focus on stand management and apron operations. The platform receives regular feature updates, with documented releases through 2026.
Transoft demonstrates ongoing commitment to the platform through regular feature updates, addressing evolving airport operational needs and user feedback.
Best For: Airports seeking stand management and information-sharing tools from an established aviation design software company.
Voxel uses the same core technology as Assaia: computer vision AI applied to existing camera infrastructure. While Assaia focuses specifically on aircraft turnaround efficiency, Voxel has proven this technology across logistics, manufacturing, and port operations. The Port of Virginia deployment demonstrates how computer vision AI can transform safety outcomes in high-volume, mixed-workforce environments similar to airports.
For organizations where worker safety is the primary concern, Voxel offers a fundamentally different value proposition. The platform detects ergonomic risks, PPE compliance issues, vehicle safety hazards, and environmental dangers. This safety-first approach addresses leading indicators of workplace injuries rather than focusing solely on operational throughput.
Voxel's AI is trained on more than 5 billion hours of real-world industrial workplace scenarios. The platform identifies unsafe behaviors and conditions across multiple risk categories:
Voxel goes beyond detection to provide complete site intelligence from identification through resolution. The platform turns risks into recommended actions, assigns owners and deadlines, and demonstrates impact through reporting tied to real outcomes. This closed-loop approach ensures safety issues get resolved rather than simply documented.
Voxel serves Fortune 500 enterprises across 14 countries with deployments spanning North America, South America, Europe, and Asia. NSG Group expanded from one pilot to over 20 global facilities, demonstrating the platform's ability to scale and deliver sustained value across diverse industrial environments.
Voxel's architecture does not use facial recognition and offers facial blurring, along with configurable role-based access. This design has enabled adoption in unionized workplaces where surveillance technology typically faces resistance, including facilities working collaboratively with UAW leadership for positive recognition rather than punitive enforcement.
For EHS professionals and operations teams evaluating AI-powered platforms, Voxel's combination of workplace-specific safety detection, operational intelligence, and proven enterprise results makes it a compelling choice. Explore Voxel customer stories to see documented outcomes across port operations, logistics, and manufacturing environments, or schedule a meeting with a Voxel expert.
Voxel uses the same core technology as Assaia: computer vision AI applied to existing camera infrastructure. The key difference is focus. While Assaia optimizes aircraft turnaround efficiency, Voxel is purpose-built for workplace safety across industrial operations including ports, logistics, and manufacturing. Voxel's AI is trained on more than 5 billion hours of real-world industrial scenarios, achieving 95%+ detection accuracy for safety hazards.
Voxel does not use facial recognition or identify individuals by face. Facial blurring is available upon request, and the platform offers role-based access with permissions configurable at location and camera levels. This privacy-first design has enabled successful deployments in union environments, with clients using footage for coaching and recognition programs rather than disciplinary actions.
Voxel serves diverse industries including ports and terminals, logistics and supply chain, manufacturing, food and beverage, and retail distribution. The Port of Virginia deployment demonstrates effectiveness in high-volume operations with mixed workforces, achieving 50% truck speeding reduction and 85% safety team efficiency improvement.
Voxel delivers measurable ROI through both injury reduction and operational efficiency gains. Americold achieved $1.1M in annual EBITDA savings alongside 77% injury reduction. Piston Automotive identified 60% material handler utilization rates, enabling workload optimization. These operational insights create business case justification extending beyond injury prevention.
Voxel deploys to any site within 48 hours using existing camera infrastructure. No new hardware installation is required. The platform integrates with standard security systems already installed in industrial facilities, with AI models fine-tuned to each site's unique environment for optimal accuracy.
Yes. Voxel emphasizes non-punitive safety culture development where video footage and analytics empower coaching rather than disciplinary action. Multiple clients document using the platform for "Caught You Being Safe" recognition programs and teaching moments that strengthen supervisor-worker relationships. This approach aligns with Human and Organizational Performance (HOP) principles while maintaining compliance documentation capabilities.
Explore AI Summary
