Cloud hit a $500B run rate. The infrastructure layer is winning. Applications still have to prove themselves.

The cloud market just hit a $500 billion annual run rate. Growing 35%. Ninth consecutive quarter of accelerating growth.

Everyone is celebrating AI’s momentum. Here is a different read.

The clearest current business models for AI are selling cloud infrastructure and selling the GPUs that power it. AWS, Microsoft, and Google control roughly two thirds of the cloud market. Nvidia controls roughly 80% of the AI chip market. All of them get paid whether your AI deployment succeeds or fails.

The hyperscalers and Nvidia do not need your AI initiative to succeed in order to profit from it.

OpenAI and Anthropic sit in a different position. They are built on top of hyperscaler infrastructure, not owners of it. Their economics only work if AI actually delivers value at the enterprise level. They are betting on the application layer.

The question is whether your business is achieving the same ROI as the cloud vendors.

Most mid-market companies are still in pilot mode. Cloud vendors are monetizing that experimentation extremely well. Enterprise outcomes remain much murkier.

The infrastructure layer is already winning. The application layer still has to prove itself.