Most AI thus far has primarily been deployed with an oddly isolationist architecture: one employee, one terminal, and more often than not, one model. Intelligence is consumed individually, augmenting one person at a time. But organizations have never utilized human intelligence this way. They combine people with different abilities, give them shared context, divide work among them, and coordinate the result. The company, not the individual employee, is the unit that produces.