Successfully implementing multi-agent AI systems for complex problems necessitates a sophisticated orchestration strategy. Each actor within the system must collaborate effectively to attain a shared target. This requires careful structure of the interaction platform, coupled with robust techniques for decision-making. Challenges arise in domains s