Looks like an exact clone of the Andromeda Cluster built by Nat Friedman and Daniel Gross (https://andromeda.ai/.

Last I checked, P5 EC2 instances on AWS (H100s on AWS) are insanely expensive. Not sure how this startup will be able to compete with on-prem prices without eating the cost themselves.