The Consensus Mechanism is introduced as a novel framework for adaptive clinical AI, utilizing an ensemble of specialized medical expert agents to enhance clinical decision-making while allowing for optimization based on cost, latency, or performance. Experimental results demonstrate significant accuracy improvements over existing models like OpenAI's O3 and Google's Gemini 2.5 Pro across multiple medical evaluation benchmarks.