Raising $4 billion from 19 investors at a $10 billion valuation, for a venture focused on enterprise deployment, is a market data point worth reading separately.
The proportion draws attention: nearly half the valuation raised in new money, for a business that didn't yet exist, focused on services rather than product.
Deployment services have familiar and unglamorous economics: lower margins than software, growth limited by the number of qualified people, and revenue depending on delivered projects rather than recurring subscriptions.
Investors accepting a high price for that indicates a specific reading of the moment: scarcity stopped being about model capability and became about deployment capacity, which more servers don't solve.
It's the same diagnosis that would appear weeks later in the contest for forward-deployed engineers, named the most sought-after hire in AI.