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Chapter One · Infrastructure

Build it and they
will prompt.

This year, five American companies are on course to spend nearly as much building AI infrastructure in one year as the United States spent building the entire US Interstate Highway System, a project that spanned 36 years.

Comparison · Historical projects in 2025 USD

One year of estimated AI capex vs. US megaprojects.

Dot-com / Telecom Fiber1996–2001
5yrs
$850B
Interstate Highways1956–1992
36yrs
$640B
Big Five AI / datacenter capex2026 / FY26
1yr
2026 estimate
$625B
Apollo Program1961–1972
11yrs
$309B
Marshall Plan1948–1952
4yrs
$180B
Manhattan Project1942–1946
4yrs
$33B
Panama Canal1904–1914
10yrs
$12B
Transcontinental RR1863–1869
6yrs
$2.5B
Hoover Dam1931–1936
5yrs
$1B
Erie Canal1817–1825
8yrs
$0.23B
2026 AI / Datacenter CapEx · Composition

Five companies. One year.

Amazon
$120B
~60% of $200B total · AWS datacenter buildout
2026 guidance
Amazon Q4 2025
Alphabet
$153B
~85% of $175-185B guidance · technical infrastructure
2026 midpoint
Alphabet Q4 2025
Microsoft
$171B
~90% of $190B total · cloud and AI capacity
2026 guidance
Microsoft FY26 Q3
Meta
$128B
~95% of $125-145B guidance · AI infrastructure
2026 midpoint
Meta Q1 2026
Oracle
$53B
~95% of $55.7B actual · OCI AI capacity
FY2026 actual
Oracle FY2026

On method: Each figure estimates the AI / datacenter-attributable portion of company-wide capital spending. The April allocation framework is retained: Amazon ~60%, Alphabet ~85%, Microsoft ~90%, Meta ~95% and Oracle ~95%. Those shares are applied to refreshed guidance or actuals; ranges use their midpoint. Aggregate: ~$625B AI-attributable on ~$761B total capex. Companies do not disclose a comparable AI-only subtotal, so this is a transparent estimate, not a reported accounting figure. Attribution support comes from company spending-mix statements: Amazon identifies AWS plus non-AWS investment; Alphabet says the vast majority is technical infrastructure; Microsoft identifies GPUs, CPUs and long-lived datacenter assets; Meta cites component and datacenter costs; Oracle ties its capital program to AI cloud infrastructure. Reporting calendars differ, making the comparison directional.

Company totals and spending-mix statements: Amazon Q4 2025 results; Alphabet Q4 2025 earnings; Microsoft FY2026 Q2 and Q3 earnings; Meta Q1 2026 results; Oracle FY2026 results. Direct links appear under each company in the chart. The 60% to 95% allocation shares are Woven Research estimates, not company-reported AI subtotals. Megaproject adjustments: Planetary Society, Wilson Center, Brookings, CRS / FHWA, Richmond Fed, Hoover Dam Archives and the BLS CPI series.