They say they’re doing AX, so why is everyone still working the same way?

pxd says successful AI adoption starts with understanding the organization, not the technology.

They recommend checking job structure, predictability of outcomes, collaboration patterns, organizational language, information sources, and types of knowledge.

An AI fit for one team can create confusion in another, so adoption should reflect real workflows and context first.