The upside case is a combination of durable AI infrastructure demand and a less punitive market view of the business. Supermicro does not need a software-like multiple to work; it needs shipment continuity, cleaner governance, more liquid-cooling and
rack-scale mix, and enough services or trust
attach to stop every deal from being judged like a commodity box sale.