INFRAMIND is a new framework that enhances multi-agent orchestration by making it infrastructure-aware, optimizing model selection and scheduling based on real-time system load. This innovation significantly improves accuracy and reduces latency, particularly under high load conditions, which could lead to better resource utilization in AI applications.