System complexity increases upstream content.
What changed
As AI hardware becomes more integrated, substrates, specialty materials, test capacity and manufacturing equipment carry more of the execution burden.
Supplier relevance must be verified through product, customer, revenue, margin and cash-flow evidence.
Why it matters
Equipment and qualification can slow additions.
Supply-chain relevance is not revenue proof.
Mapped companies
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