Computer hardware, namely, rack-mounted computer servers and network switches, all sold with preinstalled software for managing and optimizing artificial intelligence model inference and distributed computing operations; downloadable operating system software for managing artificial intelligence model inference, fine-tuning, distributed computing resources, and data processing within on-premises data center environments