OUTPACE

Insights

The thinking behind the thesis.

Articles on how AI infrastructure is valued, financed and operated, and where Outpace thinks the market is heading.

Start here

From Megawatts to Intelligence

The thesis in one article. Everything else on this site follows from it.

Read the article

The first phase of AI infrastructure rewarded scarce inputs. The next rewards the ability to convert them into contracted, productive intelligence.

Five articles, written as working notes rather than marketing. Each states what would have to be true for its argument to hold.

The series

Four arguments that follow from it.

  • Valuation

    The AI Infrastructure Valuation Trap

    Enterprise value per megawatt is a convenient yardstick. It also conceals most of what determines whether a project earns its cost of capital.

    4 minute read

  • Framework

    Intelligence Yield

    A working framework for connecting physical AI capacity to the customer value it produces and the capital employed to produce it.

    3 minute read

  • Demand

    Why Capacity Is Not Economic Output

    The customer contract is not only a revenue instrument. It is the evidence that makes an AI infrastructure project financeable.

    3 minute read

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