Multi-Agent Orchestration (MAO) is a new field of AI focused on solving complex planning and scheduling problems across the supply chain. It brings together fleets of assets, whether human-operated, semi-autonomous, or fully autonomous, and coordinates their actions to work efficiently as one system. A MAO engine understands the capabilities of every asset, matches them to the right tasks, and finds the most effective, low-cost way to get the job done while considering real-world factors such as time, capacity, and safety. The result is a smarter, more adaptive operation that reduces waste, improves utilisation, and helps teams respond in real time when conditions change.