
Real-time judgment
Field-completion type
Edge AI Solution
Catch subtle changes on the spot and turn them into action.
Zenmov's edge AI analyzes video on the device via edge computing, enabling decision-making within milliseconds. It supports digital transformation at various sites with processing that has no delay, high data operation safety, and reduced cloud load.
Are you still handling on-site issues with
post-incident responses?
Making decisions without waiting for the cloud, highly responsive edge AI processing
Staff shortages, human errors, and delays in information sharing—the "uncertainties" that occur in many workplaces lead not only to decreased productivity but also to serious accidents and increased costs. Zenmov's edge AI analyzes camera footage on-site, visualizing signs of danger and minor changes in real-time. It enables timely decisions and immediate actions, enhancing the safety and productivity of the workplace.
Shortage of manpower
Monitoring with limited personnel
Human error
Risk due to oversight
Delay in information sharing
Decision delays cause accidents
What is Edge AI? ——
Real-time AI running on
Edge Computing
Edge AI is a technology that completes AI processing on-device without sending data to the cloud. While traditional cloud AI has delays ranging from hundreds of milliseconds to several seconds, with Edge AI, analyses are completed in just a few milliseconds to tens of milliseconds.
It significantly reduces communication volume while simultaneously achieving privacy protection and high-speed responses. Because it is not affected by communication environments, stable real-time AI operations are possible.
Edge AI
Processing speed
A few to a few tens of ms
Privacy
All processing on-device
Data usage
Significant reduction
Analyze the camera footage on the spot and send only the results.
Cloud AI
Processing speed
100+ ms to seconds
Privacy
Cloud upload
Data usage
Bulk video upload
Send video data to the cloud for analysis
Use Cases of Edge AI ——
Transportation, Tourism, Infrastructure, Disaster Prevention Supported
Zenmov's edge AI can be customized for various environments such as traffic monitoring, tourism behavior analysis, infrastructure maintenance, and crowd analysis. By combining AI models according to industry-specific challenges such as dangerous driving detection, congestion understanding, stay time analysis, and equipment abnormality detection, it has the flexibility to yield results at operational levels immediately after introduction.
Edge AI Camera ——
High-speed device equipped with NVIDIA GPU
Zenmov supports multiple edge devices, primarily based on NVIDIA GPUs, providing optimal AI camera configurations for various environments. It adopts dustproof and waterproof units that can be installed both indoors and outdoors, capable of withstanding harsh conditions. By analyzing video on the device side, it achieves both real-time processing and privacy protection, ensuring stable operation.
Equipped with NVIDIA GPUs
Dustproof and drip-proof
On-device processing
Real-time analysis
Proven AI Model ——
Video Analysis AI That Delivers Results in the Field
Detection of dangerous behavior, continuous detection, congestion and crowd flow analysis, and more, with over 50 proven video analysis AI models in our lineup. Thanks to algorithms trained in real-world environments, they deliver immediate effects with short-term implementation. It supports both fixed and portable units, allowing for flexible operation from short-term surveys to long-term installations.
50+
AI Models
Proven AI model
Instant deployment
Ready to Deploy
Proven accuracy
Flexible response
Flexible System
Customizable
Reasons to Choose Zenmov ——
Strengths of Edge AI × Integrated Platform
Zenmov is not solely dependent on edge AI; its comprehensive strength is a key advantage. By optimizing the design that combines cloud AI and on-premises AI, and through system integration with the iPaaS "SMOC", we build an AI infrastructure that fits the requirements on-site. We achieve three values of rapid deployment, privacy protection, and real-time processing seamlessly and reliably.
Rapid implementation of validated AI models
With over 50 proven AI models, you can achieve results on-site from day one, without a long development period.
Privacy protection and high security
Image data is processed entirely on-device, with no personal information sent outside, ensuring high security.
Real-time, low-latency processing
Millisecond-level response catches early signs of danger and triggers immediate action, enabling delay-free decisions.

iPaaS Integration Platform
Our owned cloud system
"SMOC"
Smart Mobility Operation Cloud = "SMOC"
We are capable of providing SMOC (our proprietary technology) that connects multiple services, devices, and platforms. Not limited to edge AI, it enables integrated operations with cloud and other IoT systems, dramatically improving operational efficiency and scalability on-site.
*iPaaS is a cloud platform that connects multiple SaaS and systems together. With an intuitive UI and rich connectors, it enables quick and flexible integrations.
Learn more about SMOC
Deployment to Digital Twin —
Simulating the Future of the Site
By digitizing the data obtained from edge AI, it becomes possible to perform traffic simulations, visualize disaster and crowd dynamics, and verify equipment configuration. It provides a new "foundation for on-site operations" that can accurately reproduce the state of the site in real-time and consider future operation plans and improvement measures with high precision.
Regarding the introduction of Edge AI
Frequently Asked Questions
We have compiled frequently asked questions for your consideration during the introduction.
If you have any other questions, please feel free to contact us.
Our specialized staff will guide you carefully.
We propose
Edge AI for quick implementation and immediate results
We provide immediate AI solutions that deliver results through short-term implementation, supporting you from understanding the field to operational assistance. We will propose the optimal implementation plan tailored to your environment and challenges, so please feel free to consult with us.
Prompt response
Implementation can start in as short as one week.
Dedicated support
Support from introduction to operation
Flexible proposal
The best plan for the site



















