FAQ — Industrial Edge AI & Computer Vision | AeroAI.Dynamics                    
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Frequently Asked Questions

   

Everything you need to know about industrial Edge AI and how AeroAI works.

   
     

What is Edge AI and how is it different from cloud AI?

     

Edge AI processes data directly on the device without sending it to the cloud. For industrial inspection, this means no internet dependency, lower latency, and better security. While cloud AI can take 100-500 ms to respond, Edge AI delivers results in 6.8 ms — critical for high-speed production lines.

   
   
     

What hardware does AeroAI use?

     

We build on the NVIDIA Jetson Orin platform — the industry gold standard for Edge AI. It delivers 67 TOPS of AI performance with CUDA and TensorRT optimization, enabling real-time industrial inspection at 145+ FPS.

   
   
     

Can AeroAI integrate with existing factory systems?

     

Yes. Our platform supports PLC, MES, and ERP integration through standard industrial protocols like OPC UA, MQTT, and REST API. We work with your existing infrastructure — no need to replace your current systems.

   
   
     

How fast is the AeroAI inspection system?

     

We achieve 145+ FPS with 6.8 ms inference latency. This means the system can inspect every single product on a high-speed line without missing a single unit. No cloud solution comes close to this speed.

   
   
     

Does the system require internet connection?

     

No. The system runs completely offline. All processing happens on-device. No data leaves your factory floor. This ensures maximum security, zero latency from network delays, and 24/7 operation even if the internet goes down.

   
   
     

How long does it take to deploy?

     

A pilot project typically takes 2-4 weeks — including hardware installation, AI model training on your specific defects, and integration with your production line. Full-scale deployment timelines depend on the number of inspection points and lines.

   
   
     

What industries do you serve?

     

We serve Manufacturing, Automotive, Medical Devices, Food Processing, Electronics, and Logistics. Our systems are flexible and can be adapted to almost any production environment requiring visual quality control.

   
   
     

Still have questions?

     

Book a 30-minute engineering call. We'll answer your questions and show you how AeroAI can improve your production quality.

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