The non-linear upside is not that HPE invents new frontier AI, but that it shifts value capture from one-time boxes toward contracted, governed hybrid AI infrastructure: multi-year capacity commitments (financing + refresh + ops) plus a paid verification/control layer that becomes “required plumbing” for regulated workloads and autonomous ops. If that happens, revenue grows faster than the legacy enterprise refresh cycle and the market applies a less-cyclical
multiple (even without reaching pure-play AI infrastructure valuations).