Single agents hit fundamental limits. Complex problems require diverse expertise—a CEO decision needs financial analysis, strategic perspective, and operational feasibility. Multi-agent systems can deliver this, but only with proper orchestration. Without it, you get chaos: agents talking past each other, conflicting outputs, error amplification, and coordination overhead that exceeds the value gained. Orchestration is the intelligence layer that makes multi-agent systems work.