A centrally-managed service that determines and assigns specific roles to each human and robot based on skills and societal needs, optimizing resource allocation and task completion according to a pre-defined plan. This addresses economic efficiency and resource balancing under centralized control. The service optimizes resource utilization and reduces redundancies in the human-robot workforce.