White Paper

Artificial Intelligence at the Edge: Exploring Opportunities and Challenges

Artificial Intelligence at the Edge: Exploring Opportunities and Challenges

Pages 9 Pages

Artificial Intelligence at the edge is transforming industries by enabling real-time decision-making closer to data sources. Advantech’s edge AI systems, powered by NVIDIA Jetson platforms, enhance applications from smart cities and warehouses to agriculture. In farming, edge AI improves efficiency and accuracy in monitoring and automating tasks like egg grading and soil analysis. These compact, high-performance systems reduce latency, network load, and costs, making AI more accessible. Success depends on choosing the right technology ecosystem, ensuring scalability, and enabling flexible deployment across diverse industrial settings—from smart traffic control to autonomous disinfection robots​.

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