Cloud AI runs on remote data centers, offering scalability but with potential latency, cost, and data privacy concerns. On-prem AI runs locally, delivering faster performance, predictable costs, and full data control. Systems like the ASUS ExpertCenter Pro ET900N G3 bring data center–class AI performance to the deskside, enabling large AI models to run locally.