Skip to content
BetaAI and tech news.Edition of Fri 16 Oct 2026 
MoneyExplainer

What is capex, and why AI needs so much of it

Capital expenditure is money spent on things that last. For Big Tech right now, that mostly means data centres full of AI chips.

By the Machine Notes desk4 min read
MN / EXPLAINER / MONEYMONEY4 MIN READ · MACHINENOTES.COM
FIG. 1 · Money · ExplainerIllustration, not data

Capex is short for capital expenditure: money a company spends on things it will use for years, such as buildings, machines and equipment. It is different from the day-to-day costs of running the business, like salaries or electricity.

Where to find it

Public companies in the US report capex every quarter in their filings with the SEC (the 10-Q each quarter and the 10-K once a year). It sits in the cash flow statement, usually as "purchases of property and equipment" or a similar line. Because the filings are public, anyone can check the number.

Why AI needs so much of it

Training and running large AI models takes data centres, and data centres are capex:

  • Chips: AI accelerators are the biggest single cost inside a new AI data centre.
  • Buildings and land: large sites, often near cheap power.
  • Power and cooling: substations, transformers and liquid cooling for dense racks.
  • Networking: fast links so thousands of chips can work as one.

How to read a capex number

QuestionWhy it matters
Is it rising faster than revenue?The company is betting on future demand
What did management guide for next year?Shows whether the build-out continues
How is it paid for?Cash flow, or new debt and leases
Who receives the money?Chip makers, builders and power companies

Capex is not cost, yet

A server bought this year does not hit profit all at once. Its cost is spread over its useful life as depreciation. That is why a company can spend record amounts on data centres and still report strong profits now, with the bill arriving in later years. If AI revenue does not grow to match, that depreciation is where the pressure shows.

Sources

  1. SEC EDGAR: company filings searchsec.gov
  2. SEC: Beginners' Guide to Financial Statementssec.gov
  3. Investor.gov: How to read a 10-Kinvestor.gov