The upside case is volume plus modest quality improvement, not a software
rerating. Demand for complete AI systems, cooling, and faster deployment should stay strong, while service, compliance, and reservation-style offerings can improve mix. Even then, supplier power, working-capital intensity, and governance memory should keep the valuation below higher-quality infrastructure peers.