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What Are Compute-Backed Securities?

A beginner's guide to the new asset class that turns AI compute into collateral — how it works, who's behind it, and why it matters.

Compute-backed securities (CBS) are a new class of financial instruments where AI compute infrastructure — GPUs, data centres and "AI factories" — serves as the underlying asset generating revenue for investors. Think of them as the bridge between the physical AI buildout and the capital markets.

In August 2026, this concept moved from theory to reality. NVIDIA announced strategic partnerships with Apollo, BlackRock, Blackstone, Brookfield, Goldman Sachs and KKR to create independent compute financing platforms capable of mobilising over $500 billion of third-party capital for AI infrastructure. As Goldman Sachs' CEO put it, the goal is to create "a market for credit backed by NVIDIA compute."

The core idea: compute is revenue

Jensen Huang, NVIDIA's CEO, summarised the thesis in one line: "In AI, compute is revenue." GPUs don't just get bought and depreciate — they keep earning. An NVIDIA H100 purchased today can be more valuable now than when it was first bought, because the demand for AI inference and training keeps growing.

Traditionally, financing AI infrastructure meant one company borrowing against its own balance sheet. Compute-backed securities change that: instead, standalone financial structures are tied to individual compute clusters, and institutional investors — pension funds, sovereign wealth funds, private equity — can invest in them directly.

How a compute-backed security works

While structures will vary, the basic mechanics are:

  • The asset: a cluster of GPUs or an AI data centre with committed usage — often long-term contracts from AI labs, enterprises or cloud providers.
  • The cash flow: revenue from compute usage, typically contracted (e.g. multi-year deals like CoreWeave's A100 contracts running to 2029).
  • The security: investors receive exposure to that revenue stream, with returns linked to how the compute performs.
  • The financing platform: an independent entity created by NVIDIA and its partners that originates, structures and underwrites these investments.

Why now?

Several forces have converged:

  • AI compute demand is growing faster than capital can be deployed to build it.
  • GPUs have proven long productive lives — a 6-year-old A100 is still under multi-year contract today.
  • Institutional investors need investable exposure to the AI buildout beyond buying NVIDIA stock.
  • The scale required (trillions in data centre capex) can't be financed on any single company's balance sheet.

Key players

The six founding partners bring different strengths: Apollo (long-term capital and credit expertise), BlackRock (the world's largest asset manager), Blackstone (largest alternative asset manager), Brookfield (infrastructure operator), Goldman Sachs (capital markets and distribution) and KKR (infrastructure and digital assets).

Together they represent well over $5 trillion in assets under management — the firepower to make compute-backed securities a genuinely deep market rather than a niche experiment.

The bigger picture

Analysts describe the AI infrastructure buildout as a multi-trillion dollar "Dyson swarm" — and the financing of it as "the first pitch of the first inning." Compute-backed securities are the mechanism that lets global capital participate. If the model works, CBS could become one of the defining asset classes of the AI era, alongside the AI companies themselves.

Not financial advice — for educational purposes only.