This course introduces modern decision modeling and optimization tools used in business analytics. Students learn linear, network, integer, and nonlinear optimization methods, along with decision tree approaches for managerial decision making. The course also develops AI literacy by having students critique AI-generated optimization models for correctness, interpretability, and business relevance across applications in marketing, operations, finance, and strategy.