3 Cloud Giants Are Pouring Billions Into AI. Here Is What Their Spending Numbers Reveal
Microsoft, Amazon, and Salesforce are investing heavily in AI. Microsoft spent $116B in capex, Amazon has a $496B AWS backlog, and Salesforce's Agentforce ARR surged 240% to $1.5B. Microsoft's Azure revenue hit $100B, while Amazon's AWS grew 37%. Salesforce's capex was $171M, focusing on AI monetization. Investors should watch FY27 capex updates and cloud growth reports.
How this was made

The 30-second read
Why it matters
The disclosed capex and backlog numbers provide fresh insight into AI demand trajectories, offering traders a basis for positioning in cloud and AI‑related equities.
Market read
First‑time reporting of massive AI‑related capex and backlog figures creates a new catalyst for major cloud stocks.
What to watch
Potential supply‑chain bottlenecks for GPUs and data‑center hardware may delay revenue realization.
Background
The article compares AI‑related capital spending across three major cloud players, highlighting scale differences and growth implications.
Ticker impact
Microsoft disclosed FY26 capital expenditures of $115.95 billion, a 79.6% YoY increase, and FY27 capex guidance near $175 billion.
Potential upside over the next quarters as AI revenue ramps, though short‑term volatility may rise.
Large, fresh capex numbers are material and not previously reported, indicating a new market catalyst.
Amazon reported Q2 2026 AWS capex of $54.21 billion, up 68.4% YoY, and an AWS backlog of $496 billion.
Mid‑term bullish pressure as AI services expand, with near‑term downside risk from cash‑flow strain.
First‑time disclosure of quarter‑specific capex and backlog figures provides fresh actionable insight.
Salesforce announced Q2 2027 AI‑related Agentforce ARR of $1.5 billion, a 240% YoY increase, with $171 million capex.
Likely incremental upside as AI subscription revenue scales.
New ARR figures highlight a distinct growth story separate from hyperscaler spending.
Market effects
Accelerated AI infrastructure spending reinforces bullish outlook for cloud and semiconductor sectors.
U.S. tech equities may see heightened volatility as investors reassess AI spend valuations.
AI capex trends influence global cloud providers and related supply‑chain stocks worldwide.
Counterpoint
The massive capex could strain cash flow and lead to earnings misses if AI demand softens.
Key entities
- companyMicrosoft
Largest AI capex spender, FY26 capex $115.95B, FY27 guidance near $175B.
- companyAmazon
AWS capex $54.21B in Q2 2026, backlog $496B.
- companySalesforce
AI software ARR $1.5B, capex $171M.




