This white paper explores how Supermicro and NVIDIA enable predictive and generative AI at the edge, delivering low-latency, real-time processing close to data sources. Predictive AI supports use cases like inventory loss prevention, quality inspection, and hazard detection, while generative AI powers personalized kiosks, dynamic wayfinding, and customer engagement. Key challenges include size/power constraints, environmental factors, data management, security, and integration. Supermicro’s hardware, combined with NVIDIA AI Enterprise software, offers scalable, energy-efficient, and robust solutions to accelerate deployment, reduce risk, and improve efficiency, safety, and revenue across industries.

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