Ethos

The methods that help an organization change can also be used to manipulate it.

Metanoia builds them anyway, with the constraint written into the design instead of a disclaimer at the end. A person stays in the loop at every consequential decision. Our research runs under a registered institutional review board, the same ethical oversight a university operates under. Every conclusion carries a deterministic audit trail, which means anyone can retrace exactly how the system reached it. That is what makes this work defensible to a board, a workforce, and a contracting officer at once.