Enterprise AI is shifting from isolated agents to interconnected multi-agent ecosystems that collaborate like digital employees, requiring coordination and governance. To scale this effectively, organizations need an “Agent Operating System” to manage orchestration, trust, observability, and human–AI collaboration.