Somewhere between the "one magic assistant will run your company" pitch and the "AI is just hype" backlash, a quieter truth has emerged in 2026: the organizations actually getting results from AI aren't deploying a super-genius agent. They're assembling teams — small, specialized, tightly governed squads of agents that behave less like oracles and more like well-run pods of junior analysts.