Agentic AI needs orchestration, not just more agents

Adding more AI agents to an enterprise workflow can make operations harder to manage. The core challenge is coordination, not individual agent capability. Multi-agent systems require a dedicated orchestration infrastructure with shared memory and event-based communication to function as a team rather than a crowd.