FROM BARE METAL TO PROFITABLE BUSINESS: A FASTER PATH THROUGH THE GPU STACK

Racked GPUs don't make money. Running clouds do. Most GPU deployments stall somewhere between racking the hardware and billing the first customer. Months get lost stitching together infrastructure, orchestration and demand from three different vendors. This session shows how operators turn raw hardware into a live, billable GPU business in days instead of quarters by treating infrastructure, orchestration and demand as one system, and shares the utilization and ROI numbers to back it up.