An AI server is a high-performance computing system designed specifically to accelerate artificial intelligence workloads—primarily training and inference of deep learning models. Data ingestion and memory tiering 2. Output delivery and. AI, or artificial intelligence, is changing the way organizations and businesses handle data by incorporating automation of complex calculations, introducing new advanced applications, and fulfilling computational demands like never before. ” From a hardware engineering perspective, that definition falls far short. Related reading: What is an AI PC? Regular servers are like versatile family vans, handling various tasks efficiently.