AI Constraint Optimizer is a full-stack application that accepts natural language descriptions of optimization problems, uses GPT-4o to parse them into a structured representation, selects the best algorithm from a library of eight solvers, runs the solver in real-time while streaming a live narrated explanation to the browser, and then provides an interactive Q&A interface so users can interrogate the solution.