This session introduces a no-code, AI-enhanced Hospital Strategy Optimization Dashboard that helps administrators make cost-efficient care decisions. Built with Streamlit, the app integrates linear programming, anomaly detection (Isolation Forest), and GPT-driven strategic recommendations to evaluate three patient selection strategies: Linear Programming, Greedy, and Heuristic. Users can set real-time constraints, compare cost savings, analyze patient trends, and explore actionable strategy insights. A must-see for anyone interested in operational healthcare analytics and data-driven decision support.