The Gap Between Organizations That Treat AI as Institutional Design and Those That Treat It as an IT Project Will Widen Every Year

We spend enormous energy debating which AI tools to adopt. We spend almost none debating how our institutions should reorganize around them. But this is where the real leverage is.

AI alignment inside an organization isn't about getting everyone to use the same platform. It's about building a shared institutional architecture, a common language, clear decision rights, aligned incentives, and governance structures that can survive leadership transitions and technology cycles.

The organizations that treat AI adoption as an institutional design challenge rather than an IT project will outperform the ones that don't. That gap will widen every year.