Insights: All

Most enterprise software was not built for AI. It was built for humans, operating interfaces.

As AI models move beyond reasoning and into execution, control of the interface layer becomes the new operating system layer.

This is where workflows live. This is where switching costs form. This is where enterprise leverage accumulates.

The next competitive advantage in AI will not come from marginal gains in intelligence. It will come from controlling how intelligence executes.

And that execution runs through interfaces.

As experience deepens, the landscape widens, and certainty gives way to perspective.