Why Orchestration—not More Agents—is the Key to Scaling Enterprise AI

Despite widespread investment in AI agents, the article argues that simply adding more agents isn’t the key to realizing AI’s potential. The biggest challenge facing organizations isn’t intelligence, but orchestration – effectively coordinating these agents with existing systems, data pipelines, and workflows. True enterprise AI success hinges on treating orchestration as a central “control plane” to ensure reliability, auditability, and ultimately, translate AI into tangible business outcomes, not just impressive technology.