Full chain
Second-order spenders
AI capex → memory capacity build → equipment orders
Hyperscaler AI capex
physical capacity build
capacity build
DRAM/HBM
leading-edge
logic
every dollar
Equipment orders
WFE $150B outlook
who builds memory
Memory suppliers
Micron · SK hynix · Samsung
second-order spenders
tool demand
the live gate
capex → order conversion
structural undersupply (benefit)