1. Structured Intent
We model what the text is trying to achieve. Surface meaning is only the first layer. The real signal lies in what the author is optimizing for.
We reduce costly misreads by structuring intent, incentives, and narrative shifts before you act.
We model what the text is trying to achieve. Surface meaning is only the first layer. The real signal lies in what the author is optimizing for.

Language reflects pressure. We detect leverage, risk absorption, and responsibility shifts. Understanding incentives reveals who benefits from the framing.

Meaning changes when wording shifts. Compare Mode isolates structural movement. What looks minor on the surface often signals a deeper repositioning.
