Hall 4, Booth 4-200 | Nuremberg | March 10–12 Embedded World 2026 is just around the corner, and Geniatech is ready to showcase what’s next in ARM-powered edge intelligence. This…
ARM Edge AI Box vs x86 Mini PC: Which Is Better for Deploying Vision AI at Scale?
Deploying vision AI at scale is a different problem than building one prototype. A single unit can absorb almost any hardware inefficiency — extra power draw, a bigger enclosure, a…
Choosing the Right M.2 AI Accelerator for Edge AI: From Vision NPUs to LLMs
Edge AI systems today are expected to handle a wide range of workloads—from real-time computer vision to running compact large language models (LLMs) directly on embedded devices. Instead of relying…
Geniatech Accelerates Scalable Edge AI Deployment with DEEPX Technology
Geniatech, a global provider of ARM-based embedded computing and Edge AI solutions, today announced the expansion of its Edge AI portfolio with DEEPX-powered AI acceleration, introducing a new generation of scalable,…
Rockchip RK3588 vs NVIDIA Jetson Orin Nano: Which Is the Better Value for Edge AI Products?
If you’re speccing hardware for a smart camera, an industrial HMI, a robotics controller, or any product that needs “some AI” without being an AI-first device, you’ve probably had RK3588…
Geniatech Expands SOM Portfolio with NXP i.MX95‑Based SMARC and OSM Modules to Drive Edge AI Innovation
Geniatech, a global leader in full-stack ARM embedded computing solutions, has officially released its new System-on-Module (SOM) series based on the NXP i.MX95 application processor. The lineup includes the OSM…
What Is Edge AI? Architecture, Hardware, and Real-World Use Cases in 2026
Edge AI runs AI models directly on local hardware — cameras, industrial PCs, IoT gateways, robots — instead of sending data to the cloud for processing. This guide breaks down…
Hailo-10 vs NVIDIA Jetson Orin Nano: Which Edge AI Platform Is Best for OEMs?
Every OEM building a smart camera, an industrial gateway, or an AI-enabled edge box eventually runs into the same fork in the road: do you build around a dedicated AI…
How Many Cameras Can an Edge AI Box Handle? A Practical Guide to AI Channel Capacity in Traffic Monitoring
Short answer: the number on the spec sheet (“32-channel support”) tells you the video decode limit, not how many cameras can actually run real-time AI detection at once. If you’re…