Humael Prizm

Your GPUs are the most expensive asset in the stack — and the least observable. Utilisation hides, waste compounds, and the bill lands long after you could have acted.

Yantreal Prizm gives you one source of truth and control over the entire GPU estate — across every cloud, neocloud and on-premise environment, spanning training and inference.

A fleet of AI agents continuously observe the estate, reason about cost, performance and health, and act within policy guardrails — rightsize, reschedule, fractionalise, fail over. Humans set intent and budgets; the agents run the optimisation loop.

For infrastructure and FinOps leaders: 20–35% lower GPU spend, with every action policy-gated, auditable and reversible. Asset-light and software-only — a lightweight agent into your existing environments, no rip-and-replace.