Multi-agent planning enables AI systems to coordinate tasks, simulate outcomes and optimise workflows autonomously. Enterprises experimenting with agent-based systems report faster planning cycles and reduced manual intervention. Business value emerges when agents are tightly governed with clear objectives and data boundaries.