October 2026 · 8 min
The Adoption Layer
1,300 weekly users later: what actually makes AI land inside an enterprise.
Placeholder body. This essay covers the adoption dataset: what a year of real usage data reveals about how AI actually spreads inside a company that builds physical things.
Doctrine: enterprises manage by legible metrics; adoption is the only one that matters.