Hyperscalers keep raising capital spending as demand for AI cloud capacity outruns supply. Alphabet says 2027 spending will rise significantly, and Microsoft is putting most of its capex into short-lived chips. Suppliers such as AMD are riding the demand, and countries such as Brazil are offering tax breaks to win data center investment.
Q3 revenue rose 45% to $13.4 billion, and Anthropic, Meta, Microsoft, OpenAI and Oracle brought their first Helios racks online.
Our takeCommerce teams pay for AI inference, and a second chip supplier shipping at scale to Anthropic, Meta, Microsoft, OpenAI and Oracle could help ease GPU and token prices over time.
The REDATA law requires 10% of qualifying capacity to be offered locally, as AWS, Microsoft and Google expand their Brazilian footprints.
Our takeFor commerce teams in Brazil, more local AI data center capacity could mean lower latency for AI search, recommendations and service agents, plus clearer answers on where data is processed.
Microsoft says demand exceeds capacity, Amazon holds 2026 capex near $220 billion and Alphabet flags a significant 2027 step-up.
Our takeMicrosoft's numbers matter most: about 75% of its capex buys short-lived hardware and demand exceeds supply, so providers have little reason to cut inference prices and good reason to favor committed customers.