Singularity Business ModelsGet the weekly email
A field guide to the AI economy

Which business models win as we pass through the singularity?

Every time AI gets better and cheaper, some ways of making money get stronger and others become endangered. We track which with real companies and real numbers, and map where value goes on the other side.

Find your industryMeet the 48 models

What is AI doing to how your industry makes money?

Pick yours to see what is endangered, what is winning instead and the real numbers behind it.

Meet the business models of the AI economy

48 ways of making money, from Endangered to Singularity-native. Most of the economy sits somewhere in between.

From Endangered to Singularity-native. See all 48 models or see them on one map

Where value goes when intelligence is abundant

The singularity is usually told as a story about machines. It is just as much a story about value: what people will pay for when intelligence is everywhere, and who captures it. Five places the money is already moving.

Volume

Intelligence sold by the unit: tokens, credits, generated media. Volume explodes as prices fall.

Tokens as the unit of sale →Generative media subscriptions →
Outcomes

Charging for the outcome instead of the tool or the hours: the solved ticket, the finished contract, the ride.

Pay per outcome →Driverless rides →
Infrastructure

When intelligence is cheap, power, chips and capital are not. Whoever owns the bottleneck gets paid first.

Energy underwritten by compute →Neoclouds →
Human originals

Original human signal gets more valuable as everything else gets generated: expertise, taste, a voice, a face.

Expert data marketplaces →Likeness and voice licensing →
Gateways

Where machines make choices and money changes hands: the assistant you ask, the agent that buys, the protocol everyone uses.

Agentic checkout →Optimizing for AI answers →

No business on the map has proven it can improve itself yet. The first ones are being built now. See the experiment

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