White Paper
Artificial Intelligence at the Edge: Exploring Opportunities and Challenges
Edge AI, once confined to data centers, is now revolutionizing industrial applications by delivering real-time insights at the source. Enabled by powerful hardware like NVIDIA Jetson and optimized by Advantech’s edge systems, AI is enhancing efficiency, safety, and automation in smart cities, agriculture, and robotics. Examples include intelligent traffic lights in Taipei, AI-powered egg grading in poultry farms, and autonomous UV disinfection robots. Advantech’s compact, industrial-grade inference systems provide robust AI deployment at the edge, supported by a broad ecosystem. This shift reduces latency, boosts performance, and accelerates decision-making for mission-critical operations.