Hello Embedded Engineers, Developers and Makers! Welcome to In Case You Missed it: Embedded Insights, the weekly news show all about Embedded technologies and solutions from Embedded Computing Design.

High-performance computing at the Edge involves systems that bring server-class processing closer to where data is generated. Instead of sending private information to the Cloud, devices at the network’s Edge, gateways, sensors, industrial controllers, cameras, and embedded AI platforms, run complex workloads locally. This is beneficial for applications like medical imaging, Edge servers, networking, and enterprise-level LLM (Large Language Model) deployment, and includes markets such as healthcare, industrial automation, smart cities, robotics, automotive, and advanced consumer devices. Its growth is driven by tighter latency requirements, rising data volumes, stronger privacy demands, and the need for more efficient, scalable distributed compute architectures.

Rapid advances in agentic AI, generative AI (Gen AI), and AI-powered inferencing are accelerating data-driven industrial applications—and the server platforms they run on. From manufacturing line inspection and defect detection to medical imaging and process documentation, industrial operators are benefitting from unprecedented productivity gains enabled by AI technology.

The conventional legacy workstations present limitations when handling modern resource-intensive simulation and AI workload, which requires high computational power and performance.

Hello Embedded Engineers and Developers Welcome to In Case You Missed it: Embedded Insights, the weekly news show all about Embedded technologies and solutions from Embedded Computing Design.

Irvine, California. Advantech released Edge AI solutions powered by NVIDIA Jetson Thor modules delivering up to 2070 FP4 TFLOPS of AI performance. The solutions are built on a container-based architecture and feature application-specific hardware platforms pre-integrated with JetPack 7.0, remote management tools, and vertical software suites such as Robotic Suite and GenAI Studio.

Taipei, Taiwan. Advantech released plans for a strategic collaboration with Edge Impulse Inc., a Qualcomm company. The alliance will integrate Edge Impulse’s intuitive AI development tools into Advantech’s edge computing platforms.