As the operational capabilities of artificial intelligence and robotics expand beyond isolated task execution into autonomous decision-making, traditional human-centric organizational hierarchies are becoming critical bottlenecks. This whitepaper introduces APHELION (Algorithmic Partnership and Human Execution Logic In Operational Networks), a scalable methodology designed to integrate human, algorithmic, and robotic entities into a unified, collaborative leadership framework. By proposing structured pillars for Symbiotic Cognitive Processing, Dynamic Task Allocation, and a mathematically governed Algorithmic and Human Co-Leadership (AHC) model, APHELION resolves the ambiguity of authority in hybrid teams. This framework addresses the dual challenges of optimizing high-velocity terrestrial enterprises and ensuring mission-critical survival in high-latency extraterrestrial environments. Ultimately, APHELION provides the structural and ethical guardrails necessary to transition from a master-tool dynamic to a genuine human-machine partnership, mitigating automation complacency while maximizing synergistic operational efficiency.